%%% -*-BibTeX-*- %%% ==================================================================== %%% BibTeX-file{ %%% author = "Nelson H. F. Beebe", %%% version = "1.10", %%% date = "14 October 2024", %%% time = "09:13:07 MDT", %%% filename = "annstat2020.bib", %%% address = "University of Utah %%% Department of Mathematics, 110 LCB %%% 155 S 1400 E RM 233 %%% Salt Lake City, UT 84112-0090 %%% USA", %%% telephone = "+1 801 581 5254", %%% FAX = "+1 801 581 4148", %%% URL = "https://www.math.utah.edu/~beebe", %%% checksum = "59025 16614 63443 734127", %%% email = "beebe at math.utah.edu, beebe at acm.org, %%% beebe at computer.org (Internet)", %%% codetable = "ISO/ASCII", %%% keywords = "Annals of Statistics; bibliography; BibTeX", %%% license = "public domain", %%% supported = "yes", %%% docstring = "This is a COMPLETE bibliography of the %%% journal Annals of Statistics (CODEN ASTSC7, %%% ISSN 0090-5364 (print), 2168-8966 %%% (electronic), ISSN-L 0090-5364) for the %%% decade 2020--2029. Companion bibliographies %%% with numeric suffixes cover other decades. %%% %%% The journal is published by the Institute of %%% Mathematical Statistics (Hayward, CA, USA), %%% and publication began with volume 1, number %%% 1, in February 1973, following the split of %%% Annals of Mathematical Statistics into Annals %%% of Probability and Annals of Statistics. The %%% journal appears four to six times a year. %%% %%% The journal has Web sites at %%% %%% http://projecteuclid.org/all/euclid.aos %%% http://www.imstat.org/aos/ %%% http://www.jstor.org/journals/00905364.html %%% %%% At version 1.10, the COMPLETE year coverage %%% looked like this: %%% %%% 2007 ( 1) 2013 ( 0) 2019 ( 0) %%% 2008 ( 0) 2014 ( 0) 2020 ( 147) %%% 2009 ( 0) 2015 ( 0) 2021 ( 149) %%% 2010 ( 0) 2016 ( 1) 2022 ( 142) %%% 2011 ( 0) 2017 ( 0) 2023 ( 109) %%% 2012 ( 1) 2018 ( 0) 2024 ( 79) %%% %%% Article: 629 %%% %%% Total entries: 629 %%% %%% Data for this bibliography have been obtained %%% primarily from the Project Euclid Web site, %%% with additional data merged in from numerous %%% other bibliographies in the BibNet Project %%% and TeX User Group bibliography archives. %%% %%% The checksum field above contains a CRC-16 %%% checksum as the first value, followed by the %%% equivalent of the standard UNIX wc (word %%% count) utility output of lines, words, and %%% characters. This is produced by Robert %%% Solovay's checksum utility.", %%% } %%% ==================================================================== @Preamble{ "\hyphenation{Ur-i-be}" # "\ifx \undefined \booktitle \def \booktitle#1{{{\em #1}}} \fi" # "\ifx \undefined \mathbb \def \mathbb #1{{\bf #1}}\fi" # "\ifx \undefined \mathbf \def \mathbf #1{\hbox{\bf #1}} \fi" # "\ifx \undefined \mathcal \def \mathcal #1{{\cal #1}}\fi" # "\ifx \undefined \mathrm \def \mathrm #1{\hbox{\rm #1}} \fi" } %%% ==================================================================== %%% Acknowledgement abbreviations: @String{ack-nhfb = "Nelson H. F. Beebe, University of Utah, Department of Mathematics, 110 LCB, 155 S 1400 E RM 233, Salt Lake City, UT 84112-0090, USA, Tel: +1 801 581 5254, FAX: +1 801 585 1640, +1 801 581 4148, e-mail: \path|beebe@math.utah.edu|, \path|beebe@acm.org|, \path|beebe@computer.org| (Internet), URL: \path|https://www.math.utah.edu/~beebe/|"} %%% ==================================================================== %%% Journal abbreviations: @String{j-ANN-STAT = "Annals of Statistics"} %%% ==================================================================== %%% Bibliography entries, sorted in publication order, with ``bibsort %%% -byvolume'': @Article{Shao:2007:AST, author = "Xiaofeng Shao and Wei Biao Wu", title = "Asymptotic spectral theory for nonlinear time series", journal = j-ANN-STAT, volume = "35", number = "4", pages = "1773--1801", month = aug, year = "2007", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Jun 4 06:41:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2000.bib; https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", note = "See correction \cite{Zhang:2022:CNS}.", URL = "http://projecteuclid.org/euclid.aos/1188405630", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Belitser:2012:OTS, author = "Eduard Belitser and Subhashis Ghosal and Harry van Zanten", title = "Optimal two-stage procedures for estimating location and size of the maximum of a multivariate regression function", journal = j-ANN-STAT, volume = "40", number = "6", pages = "2850--2876", month = dec, year = "2012", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Jun 4 06:41:26 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2010.bib; https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", note = "See correction \cite{Belitser:2021:CNS}.", URL = "http://projecteuclid.org/euclid.aos/1360332186", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Fissler:2016:HOE, author = "Tobias Fissler and Johanna F. Ziegel", title = "Higher order elicitability and {Osband}'s principle", journal = j-ANN-STAT, volume = "44", number = "4", pages = "1680--1707", month = aug, year = "2016", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Mon Sep 19 14:31:04 MDT 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2010.bib; https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", note = "See correction \cite{Fissler:2021:CNH}.", URL = "http://projecteuclid.org/euclid.aos/1467894712", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Bravo:2020:TSS, author = "Francesco Bravo and Juan Carlos Escanciano and Ingrid {Van Keilegom}", title = "Two-step semiparametric empirical likelihood inference", journal = j-ANN-STAT, volume = "48", number = "1", pages = "1--26", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930123", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Candes:2020:PTE, author = "Emmanuel J. Cand{\`e}s and Pragya Sur", title = "The phase transition for the existence of the maximum likelihood estimate in high-dimensional logistic regression", journal = j-ANN-STAT, volume = "48", number = "1", pages = "27--42", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930124", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Tan:2020:SSO, author = "Kai Tan and Lei Shi and Zhou Yu", title = "Sparse {SIR}: Optimal rates and adaptive estimation", journal = j-ANN-STAT, volume = "48", number = "1", pages = "64--85", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930126", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Goes:2020:RSC, author = "John Goes and Gilad Lerman and Boaz Nadler", title = "Robust sparse covariance estimation by thresholding {Tyler}'s {$M$}-estimator", journal = j-ANN-STAT, volume = "48", number = "1", pages = "86--110", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930127", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Bunea:2020:MAV, author = "Florentina Bunea and Christophe Giraud and Xi Luo and Martin Royer and Nicolas Verzelen", title = "Model assisted variable clustering: Minimax-optimal recovery and algorithms", journal = j-ANN-STAT, volume = "48", number = "1", pages = "111--137", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930128", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Zhu:2020:EBS, author = "Guangyu Zhu and Zhihua Su", title = "Envelope-based sparse partial least squares", journal = j-ANN-STAT, volume = "48", number = "1", pages = "161--182", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930130", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Xu:2020:ORC, author = "Min Xu and Varun Jog and Po-Ling Loh", title = "Optimal rates for community estimation in the weighted stochastic block model", journal = j-ANN-STAT, volume = "48", number = "1", pages = "183--204", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930131", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Guntuboyina:2020:ARB, author = "Adityanand Guntuboyina and Donovan Lieu and Sabyasachi Chatterjee and Bodhisattva Sen", title = "Adaptive risk bounds in univariate total variation denoising and trend filtering", journal = j-ANN-STAT, volume = "48", number = "1", pages = "205--229", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930132", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Paul:2020:SMF, author = "Subhadeep Paul and Yuguo Chen", title = "Spectral and matrix factorization methods for consistent community detection in multi-layer networks", journal = j-ANN-STAT, volume = "48", number = "1", pages = "230--250", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930133", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Chen:2020:SIM, author = "Xi Chen and Jason D. Lee and Xin T. Tong and Yichen Zhang", title = "Statistical inference for model parameters in stochastic gradient descent", journal = j-ANN-STAT, volume = "48", number = "1", pages = "251--273", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930134", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Lee:2020:BCR, author = "Stephen M. S. Lee and Puyudi Yang", title = "Bootstrap confidence regions based on {$M$}-estimators under nonstandard conditions", journal = j-ANN-STAT, volume = "48", number = "1", pages = "274--299", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930135", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Bertsimas:2020:SHD, author = "Dimitris Bertsimas and Bart {Van Parys}", title = "Sparse high-dimensional regression: Exact scalable algorithms and phase transitions", journal = j-ANN-STAT, volume = "48", number = "1", pages = "300--323", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930136", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Paindaveine:2020:TPC, author = "Davy Paindaveine and Julien Remy and Thomas Verdebout", title = "Testing for principal component directions under weak identifiability", journal = j-ANN-STAT, volume = "48", number = "1", pages = "324--345", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930137", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Chan:2020:MAB, author = "Hock Peng Chan", title = "The multi-armed bandit problem: An efficient nonparametric solution", journal = j-ANN-STAT, volume = "48", number = "1", pages = "346--373", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930138", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Schweinberger:2020:CCR, author = "Michael Schweinberger and Jonathan Stewart", title = "Concentration and consistency results for canonical and curved exponential-family models of random graphs", journal = j-ANN-STAT, volume = "48", number = "1", pages = "374--396", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930139", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Hong:2020:NB, author = "Han Hong and Jessie Li", title = "The numerical bootstrap", journal = j-ANN-STAT, volume = "48", number = "1", pages = "397--412", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930140", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Zou:2020:CSN, author = "Changliang Zou and Guanghui Wang and Runze Li", title = "Consistent selection of the number of change-points via sample-splitting", journal = j-ANN-STAT, volume = "48", number = "1", pages = "413--439", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930141", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Bachoc:2020:UVC, author = "Fran{\c{c}}ois Bachoc and David Preinerstorfer and Lukas Steinberger", title = "Uniformly valid confidence intervals post-model-selection", journal = j-ANN-STAT, volume = "48", number = "1", pages = "440--463", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930142", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Koltchinskii:2020:EEL, author = "Vladimir Koltchinskii and Matthias L{\"o}ffler and Richard Nickl", title = "Efficient estimation of linear functionals of principal components", journal = j-ANN-STAT, volume = "48", number = "1", pages = "464--490", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930143", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Dobriban:2020:OPL, author = "Edgar Dobriban and William Leeb and Amit Singer", title = "Optimal prediction in the linearly transformed spiked model", journal = j-ANN-STAT, volume = "48", number = "1", pages = "491--513", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930144", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Kolaczyk:2020:AUN, author = "Eric D. Kolaczyk and Lizhen Lin and Steven Rosenberg and Jackson Walters and Jie Xu", title = "Averages of unlabeled networks: Geometric characterization and asymptotic behavior", journal = j-ANN-STAT, volume = "48", number = "1", pages = "514--538", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930145", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Mogensen:2020:MEM, author = "S{\o}ren Wengel Mogensen and Niels Richard Hansen", title = "{Markov} equivalence of marginalized local independence graphs", journal = j-ANN-STAT, volume = "48", number = "1", pages = "539--559", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930146", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Koskela:2020:AGI, author = "Jere Koskela and Paul A. Jenkins and Adam M. Johansen and Dario Span{\`o}", title = "Asymptotic genealogies of interacting particle systems with an application to sequential {Monte Carlo}", journal = j-ANN-STAT, volume = "48", number = "1", pages = "560--583", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", note = "See erratum \cite{Koskela:2022:EAG}.", URL = "https://projecteuclid.org/euclid.aos/1581930147", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Cox:2020:ASU, author = "Gregory Cox", title = "Almost sure uniqueness of a global minimum without convexity", journal = j-ANN-STAT, volume = "48", number = "1", pages = "584--606", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930148", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Tang:2020:PGE, author = "Niansheng Tang and Xiaodong Yan and Xingqiu Zhao", title = "Penalized generalized empirical likelihood with a diverging number of general estimating equations for censored data", journal = j-ANN-STAT, volume = "48", number = "1", pages = "607--627", month = feb, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:39 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1581930149", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Gao:2020:EIP, author = "Chao Gao and Fang Han and Cun-Hui Zhang", title = "On estimation of isotonic piecewise constant signals", journal = j-ANN-STAT, volume = "48", number = "2", pages = "629--654", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480028", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Konig:2020:MMS, author = "Claudia K{\"o}nig and Axel Munk and Frank Werner", title = "Multidimensional multiscale scanning in exponential families: Limit theory and statistical consequences", journal = j-ANN-STAT, volume = "48", number = "2", pages = "655--678", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480029", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Jagadeesan:2020:DET, author = "Ravi Jagadeesan and Natesh S. Pillai and Alexander Volfovsky", title = "Designs for estimating the treatment effect in networks with interference", journal = j-ANN-STAT, volume = "48", number = "2", pages = "679--712", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480030", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Bresler:2020:LTS, author = "Guy Bresler and Mina Karzand", title = "Learning a tree-structured {Ising} model in order to make predictions", journal = j-ANN-STAT, volume = "48", number = "2", pages = "713--737", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480031", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Saha:2020:NML, author = "Sujayam Saha and Adityanand Guntuboyina", title = "On the nonparametric maximum likelihood estimator for {Gaussian} location mixture densities with application to {Gaussian} denoising", journal = j-ANN-STAT, volume = "48", number = "2", pages = "738--762", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480032", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Tian:2020:PEA, author = "Xiaoying Tian", title = "Prediction error after model search", journal = j-ANN-STAT, volume = "48", number = "2", pages = "763--784", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480033", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Ghosal:2020:JEP, author = "Promit Ghosal and Sumit Mukherjee", title = "Joint estimation of parameters in {Ising} model", journal = j-ANN-STAT, volume = "48", number = "2", pages = "785--810", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480034", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Tan:2020:MAI, author = "Zhiqiang Tan", title = "Model-assisted inference for treatment effects using regularized calibrated estimation with high-dimensional data", journal = j-ANN-STAT, volume = "48", number = "2", pages = "811--837", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480035", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Shen:2020:HFE, author = "Jinqi Shen and Tailen Hsing", title = "{Hurst} function estimation", journal = j-ANN-STAT, volume = "48", number = "2", pages = "838--862", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480036", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{ElAlaoui:2020:FLD, author = "Ahmed {El Alaoui} and Florent Krzakala and Michael Jordan", title = "Fundamental limits of detection in the spiked {Wigner} model", journal = j-ANN-STAT, volume = "48", number = "2", pages = "863--885", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480037", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Lecue:2020:RML, author = "Guillaume Lecu{\'e} and Matthieu Lerasle", title = "Robust machine learning by median-of-means: Theory and practice", journal = j-ANN-STAT, volume = "48", number = "2", pages = "906--931", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480039", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Ekvall:2020:CML, author = "Karl Oskar Ekvall and Galin L. Jones", title = "Consistent maximum likelihood estimation using subsets with applications to multivariate mixed models", journal = j-ANN-STAT, volume = "48", number = "2", pages = "932--952", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480040", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Xi:2020:CEE, author = "Haokai Xi and Fan Yang and Jun Yin", title = "Convergence of eigenvector empirical spectral distribution of sample covariance matrices", journal = j-ANN-STAT, volume = "48", number = "2", pages = "953--982", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480041", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Bu:2020:ODM, author = "Xianwei Bu and Dibyen Majumdar and Jie Yang", title = "{$D$}-optimal designs for multinomial logistic models", journal = j-ANN-STAT, volume = "48", number = "2", pages = "983--1000", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480042", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Westling:2020:USN, author = "Ted Westling and Marco Carone", title = "A unified study of nonparametric inference for monotone functions", journal = j-ANN-STAT, volume = "48", number = "2", pages = "1001--1024", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480043", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Chatelain:2020:IAC, author = "Simon Chatelain and Anne-Laure Foug{\`e}res and Johanna G. Neslehov{\'a}", title = "Inference for {Archimax} copulas", journal = j-ANN-STAT, volume = "48", number = "2", pages = "1025--1051", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480044", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Maruyama:2020:ABE, author = "Yuzo Maruyama and William E. Strawderman", title = "Admissible {Bayes} equivariant estimation of location vectors for spherically symmetric distributions with unknown scale", journal = j-ANN-STAT, volume = "48", number = "2", pages = "1052--1071", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480045", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Pananjady:2020:WCV, author = "Ashwin Pananjady and Cheng Mao and Vidya Muthukumar and Martin J. Wainwright and Thomas A. Courtade", title = "Worst-case versus average-case design for estimation from partial pairwise comparisons", journal = j-ANN-STAT, volume = "48", number = "2", pages = "1072--1097", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480046", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Reiss:2020:NUB, author = "Markus Rei{\ss} and Martin Wahl", title = "Nonasymptotic upper bounds for the reconstruction error of {PCA}", journal = j-ANN-STAT, volume = "48", number = "2", pages = "1098--1123", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480047", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Chong:2020:HFA, author = "Carsten Chong", title = "High-frequency analysis of parabolic stochastic {PDEs}", journal = j-ANN-STAT, volume = "48", number = "2", pages = "1143--1167", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480049", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Dette:2020:FDA, author = "Holger Dette and Kevin Kokot and Alexander Aue", title = "Functional data analysis in the {Banach} space of continuous functions", journal = j-ANN-STAT, volume = "48", number = "2", pages = "1168--1192", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480050", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Hopkins:2020:MES, author = "Samuel B. Hopkins", title = "Mean estimation with sub-{Gaussian} rates in polynomial time", journal = j-ANN-STAT, volume = "48", number = "2", pages = "1193--1213", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480051", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Lopes:2020:BMS, author = "Miles E. Lopes and Zhenhua Lin and Hans-Georg M{\"u}ller", title = "Bootstrapping max statistics in high dimensions: Near-parametric rates under weak variance decay and application to functional and multinomial data", journal = j-ANN-STAT, volume = "48", number = "2", pages = "1214--1229", month = apr, year = "2020", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", bibdate = "Wed Jul 8 06:41:40 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/euclid.aos/1590480052", acknowledgement = ack-nhfb, fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Johnstone:2020:THD, author = "Iain M. Johnstone and Alexei Onatski", title = "Testing in high-dimensional spiked models", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1231--1254", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/18-AOS1697", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20; 62H15", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Testing-in-high-dimensional-spiked-models/10.1214/18-AOS1697.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "canonical correlations; hypergeometric function; likelihood ratio test; Matrix denoising; multiple response regression; principal components analysis", } @Article{Cai:2020:LLD, author = "T. Tony Cai and Xiao Han and Guangming Pan", title = "Limiting laws for divergent spiked eigenvalues and largest nonspiked eigenvalue of sample covariance matrices", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1255--1280", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/18-AOS1798", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H25; 60B20; 60F05; 62H10", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Limiting-laws-for-divergent-spiked-eigenvalues-and-largest-nonspiked-eigenvalue/10.1214/18-AOS1798.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Extreme eigenvalues; factor model; Principal Component Analysis; Sample covariance matrix; spiked covariance matrix model; Tracy-Widom distribution", } @Article{Blanchard:2020:PHC, author = "Gilles Blanchard and Pierre Neuvial and Etienne Roquain", title = "Post hoc confidence bounds on false positives using reference families", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1281--1303", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1847", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62H15", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Post-hoc-confidence-bounds-on-false-positives-using-reference-families/10.1214/19-AOS1847.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Dependence; family-wise error rate; higher criticism; multiple testing; Post hoc inference; Simes inequality; step-down algorithm", } @Article{Xue:2020:DCF, author = "Kaijie Xue and Fang Yao", title = "Distribution and correlation-free two-sample test of high-dimensional means", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1304--1328", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1848", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H05; 62F05", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Distribution-and-correlation-free-two-sample-test-of-high-dimensional/10.1214/19-AOS1848.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "High-dimensional central limit theorem; Kolmogorov distance; multiplier bootstrap; power function", } @Article{Liang:2020:JIK, author = "Tengyuan Liang and Alexander Rakhlin", title = "Just interpolate: Kernel {``Ridgeless''} regression can generalize", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1329--1347", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1849", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "68Q32; 62G08", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Just-interpolate-Kernel-Ridgeless-regression-can-generalize/10.1214/19-AOS1849.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "data-dependent bounds; high dimensionality; implicit regularization; kernel methods; Minimum-norm interpolation; reproducing kernel Hilbert spaces; spectral decay", } @Article{Dieuleveut:2020:BGB, author = "Aymeric Dieuleveut and Alain Durmus and Francis Bach", title = "Bridging the gap between constant step size stochastic gradient descent and {Markov} chains", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1348--1382", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1850", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62L20; 90C15; 93E35", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Bridging-the-gap-between-constant-step-size-stochastic-gradient-descent/10.1214/19-AOS1850.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Markov chains; Stochastic gradient descent", } @Article{Nickl:2020:NSI, author = "Richard Nickl and Kolyan Ray", title = "Nonparametric statistical inference for drift vector fields of multi-dimensional diffusions", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1383--1408", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1851", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62F15; 65N21", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Nonparametric-statistical-inference-for-drift-vector-fields-of-multi-dimensional/10.1214/19-AOS1851.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotics of nonparametric Bayes procedures; Bernstein-von Mises theorem; Penalised least squares estimator; uncertainty quantification", } @Article{Barber:2020:RIK, author = "Rina Foygel Barber and Emmanuel J. Cand{\`e}s and Richard J. Samworth", title = "Robust inference with knockoffs", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1409--1431", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1852", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03; 62F35; 62G10; 62G35", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Robust-inference-with-knockoffs/10.1214/19-AOS1852.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "false discovery rate (FDR); high-dimensional regression; Knockoffs; robustness; Variable selection", } @Article{Reiss:2020:NBA, author = "Markus Rei{\ss} and Johannes Schmidt-Hieber", title = "Nonparametric {Bayesian} analysis of the compound {Poisson} prior for support boundary recovery", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1432--1451", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1853", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C10; 62G05; 60G55", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Nonparametric-Bayesian-analysis-of-the-compound-Poisson-prior-for-support/10.1214/19-AOS1853.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bernstein-von Mises theorem; Boundary detection; compound Poisson process; Frequentist Bayes analysis; Poisson point process; posterior contraction; subordinator prior", } @Article{Abbe:2020:EEA, author = "Emmanuel Abbe and Jianqing Fan and Kaizheng Wang and Yiqiao Zhong", title = "Entrywise eigenvector analysis of random matrices with low expected rank", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1452--1474", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1854", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H25; 60B20; 62H12", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Entrywise-eigenvector-analysis-of-random-matrices-with-low-expected-rank/10.1214/19-AOS1854.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Community detection; eigenvector perturbation; low-rank structures; Matrix completion; random matrices; spectral analysis; synchronization", } @Article{Alquier:2020:CTP, author = "Pierre Alquier and James Ridgway", title = "Concentration of tempered posteriors and of their variational approximations", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1475--1497", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1855", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G15; 62C10; 62C20; 62F25; 62G25", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Concentration-of-tempered-posteriors-and-of-their-variational-approximations/10.1214/19-AOS1855.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Concentration of the posterior; PAC-Bayesian bounds; rate of convergence; variational approximation", } @Article{Syring:2020:RRO, author = "Nicholas Syring and Ryan Martin", title = "Robust and rate-optimal {Gibbs} posterior inference on the boundary of a noisy image", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1498--1513", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1856", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62G05", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Robust-and-rate-optimal-Gibbs-posterior-inference-on-the-boundary/10.1214/19-AOS1856.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptation; Boundary detection; likelihood-free inference; model misspecification; posterior concentration rate", } @Article{Shah:2020:HCI, author = "Rajen D. Shah and Jonas Peters", title = "The hardness of conditional independence testing and the generalised covariance measure", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1514--1538", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1857", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62G08", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/The-hardness-of-conditional-independence-testing-and-the-generalised-covariance/10.1214/19-AOS1857.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Conditional independence; Hypothesis testing; kernel ridge regression; testability; wild bootstrap", } @Article{Biau:2020:STP, author = "G{\'e}rard Biau and Beno{\^\i}t Cadre and Maxime Sangnier and Ugo Tanielian", title = "Some theoretical properties of {GANS}", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1539--1566", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1858", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F12; 68T01", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Some-theoretical-properties-of-GANS/10.1214/19-AOS1858.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adversarial principle; central limit theorem; generative models; Jensen-Shannon divergence; neural networks", } @Article{Kim:2020:PDR, author = "Kyongwon Kim and Bing Li and Zhou Yu and Lexin Li", title = "On post dimension reduction statistical inference", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1567--1592", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1859", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62H99", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/On-post-dimension-reduction-statistical-inference/10.1214/19-AOS1859.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "central subspace; directional regression; estimating equations; generalized method of moment; influence function; sliced inverse regression; von Mises expansion", } @Article{Cai:2020:SCL, author = "T. Tony Cai and Yihong Wu", title = "Statistical and computational limits for sparse matrix detection", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1593--1614", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1860", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H15; 62C20", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Statistical-and-computational-limits-for-sparse-matrix-detection/10.1214/19-AOS1860.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "computational limits; Minimax rates; Sparse covariance matrix; sparse detection", } @Article{Fang:2020:SEC, author = "Xiao Fang and Jian Li and David Siegmund", title = "Segmentation and estimation of change-point models: False positive control and confidence regions", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1615--1647", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1861", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G15", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Segmentation-and-estimation-of-change-point-models--False-positive/10.1214/19-AOS1861.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Array CGH analysis; Change-points; Confidence regions; exponential families; likelihood ratio statistics", } @Article{Mendelson:2020:RCE, author = "Shahar Mendelson and Nikita Zhivotovskiy", title = "Robust covariance estimation under", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1648--1664", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1862", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G35; 62G15", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Robust-covariance-estimation-under-L_4-L_2-norm-equivalence/10.1214/19-AOS1862.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Covariance estimation; median of means; robust estimation", } @Article{Chen:2020:RIM, author = "Xi Chen and Wen-Xin Zhou", title = "Robust inference via multiplier bootstrap", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1665--1691", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1863", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F35; 62F40; 62J05; 62J15", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Robust-inference-via-multiplier-bootstrap/10.1214/19-AOS1863.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "confidence set; heavy-tailed data; multiple testing; multiplier bootstrap; robust regression; Wilks' theorem", } @Article{Kneip:2020:ORP, author = "Alois Kneip and Dominik Liebl", title = "On the optimal reconstruction of partially observed functional data", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1692--1717", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1864", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M20; 62H25; 62G05; 62G08", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/On-the-optimal-reconstruction-of-partially-observed-functional-data/10.1214/19-AOS1864.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Functional data analysis; functional principal components; incomplete functions", } @Article{Cattaneo:2020:LSP, author = "Matias D. Cattaneo and Max H. Farrell and Yingjie Feng", title = "Large sample properties of partitioning-based series estimators", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1718--1741", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1865", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20; 62G08; 62G20; 62M99", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Large-sample-properties-of-partitioning-based-series-estimators/10.1214/19-AOS1865.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Nonparametric regression; robust bias correction; series methods; sieve methods; strong approximation; tuning parameter selection; uniform inference", } @Article{Zhao:2020:SIT, author = "Qingyuan Zhao and Jingshu Wang and Gibran Hemani and Jack Bowden and Dylan S. Small", title = "Statistical inference in two-sample summary-data {Mendelian} randomization using robust adjusted profile score", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1742--1769", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1866", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "65J05; 46N60; 62F35", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Statistical-inference-in-two-sample-summary-data-Mendelian-randomization-using/10.1214/19-AOS1866.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; errors in variables; limited information maximum likelihood; path analysis; pleiotropy effects; weak instruments", } @Article{Han:2020:LUS, author = "Lei Han and Kean Ming Tan and Ting Yang and Tong Zhang", title = "Local uncertainty sampling for large-scale multiclass logistic regression", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1770--1788", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1867", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62D05; 62F10; 62F12", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Local-uncertainty-sampling-for-large-scale-multiclass-logistic-regression/10.1214/19-AOS1867.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "large-scale; multiclass logistic regression; sampling", } @Article{Cannings:2020:LNN, author = "Timothy I. Cannings and Thomas B. Berrett and Richard J. Samworth", title = "Local nearest neighbour classification with applications to semi-supervised learning", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1789--1814", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1868", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/Local-nearest-neighbour-classification-with-applications-to-semi-supervised-learning/10.1214/19-AOS1868.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Classification problems; nearest neighbours; Nonparametric classification; semi-supervised learning", } @Article{Li:2020:AGH, author = "Haoran Li and Alexander Aue and Debashis Paul and Jie Peng and Pei Wang", title = "An adaptable generalization of {Hotelling}'s", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1815--1847", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1869", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/An-adaptable-generalization-of-Hotellings-T2-test-in-high-dimension/10.1214/19-AOS1869.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic property; Covariance matrix; Hotelling's", } @Article{Giordano:2020:GVS, author = "Francesco Giordano and Soumendra Nath Lahiri and Maria Lucia Parrella", title = "{GRID}: A variable selection and structure discovery method for high dimensional nonparametric regression", journal = j-ANN-STAT, volume = "48", number = "3", pages = "1848--1874", month = jun, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1846", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62G20; 62G10; 62H15", bibdate = "Wed Mar 10 10:23:03 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-3/GRID--A-variable-selection-and-structure-discovery-method-for/10.1214/19-AOS1846.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "empirical likelihood; marginal testing; variable selection consistency", } @Article{Schmidt-Hieber:2020:NRU, author = "Johannes Schmidt-Hieber", title = "Nonparametric regression using deep neural networks with {ReLU} activation function", journal = j-ANN-STAT, volume = "48", number = "4", pages = "1875--1897", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1875", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", note = "See discussion \cite{Kutyniok:2020:DSN} and correction \cite{Schmidt-Hieber:2024:CNR}.", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Nonparametric-regression-using-deep-neural-networks-with-ReLU-activation-function/10.1214/19-AOS1875.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Additive models; minimax estimation risk; multilayer neural networks; Nonparametric regression; ReLU activation function; Wavelets", } @Article{Kutyniok:2020:DSN, author = "Gitta Kutyniok", title = "Discussion of: {``Nonparametric regression using deep neural networks with ReLU activation function''}", journal = j-ANN-STAT, volume = "48", number = "4", pages = "1902--1905", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1911", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", note = "See \cite{Schmidt-Hieber:2020:NRU}.", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Discussion-of--Nonparametric-regression-using-deep-neural-networks-with/10.1214/19-AOS1911.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Deep neural networks; generalization; Nonparametric regression", } @Article{Zhilova:2020:NBE, author = "Mayya Zhilova", title = "Nonclassical {Berry--Esseen} inequalities and accuracy of the bootstrap", journal = j-ANN-STAT, volume = "48", number = "4", pages = "1922--1939", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/18-AOS1802", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E17; 62F40; 62F25", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Nonclassical-BerryEsseen-inequalities-and-accuracy-of-the-bootstrap/10.1214/18-AOS1802.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "dependence on dimension; Efron's bootstrap; higher-order inference; likelihood-based confidence sets; multiplier bootstrap; Multivariate Berry--Esseen inequality; smooth function model; weighted bootstrap", } @Article{Kolassa:2020:VFE, author = "John E. Kolassa and Todd A. Kuffner", title = "On the validity of the formal {Edgeworth} expansion for posterior densities", journal = j-ANN-STAT, volume = "48", number = "4", pages = "1940--1958", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1871", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20; 62F15; 62F99", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/On-the-validity-of-the-formal-Edgeworth-expansion-for-posterior/10.1214/19-AOS1871.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "cumulant expansion; Edgeworth expansion; higher-order asymptotics; Posterior", } @Article{Ing:2020:MSH, author = "Ching-Kang Ing", title = "Model selection for high-dimensional linear regression with dependent observations", journal = j-ANN-STAT, volume = "48", number = "4", pages = "1959--1980", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1872", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Model-selection-for-high-dimensional-linear-regression-with-dependent-observations/10.1214/19-AOS1872.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Best", } @Article{Wu:2020:OEG, author = "Yihong Wu and Pengkun Yang", title = "Optimal estimation of {Gaussian} mixtures via denoised method of moments", journal = j-ANN-STAT, volume = "48", number = "4", pages = "1981--2007", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1873", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62C20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Optimal-estimation-of-Gaussian-mixtures-via-denoised-method-of-moments/10.1214/19-AOS1873.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Deconvolution; Finite mixture model; Gauss quadrature; Gaussian mixture; method of moments; Minimax optimality; moment space; semidefinite programming; Wasserstein distance", } @Article{Kennedy:2020:SIC, author = "Edward H. Kennedy and Sivaraman Balakrishnan and Max G'Sell", title = "Sharp instruments for classifying compliers and generalizing causal effects", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2008--2030", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1874", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62H30", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Sharp-instruments-for-classifying-compliers-and-generalizing-causal-effects/10.1214/19-AOS1874.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; generalizability; instrumental variable; noncompliance; observational study", } @Article{McGoff:2020:ERM, author = "Kevin McGoff and Andrew B. Nobel", title = "Empirical risk minimization and complexity of dynamical models", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2031--2054", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1876", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M09", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Empirical-risk-minimization-and-complexity-of-dynamical-models/10.1214/19-AOS1876.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "dynamical models; Emprirical risk minimization; joinings; topological entropy", } @Article{Bing:2020:AES, author = "Xin Bing and Florentina Bunea and Yang Ning and Marten Wegkamp", title = "Adaptive estimation in structured factor models with applications to overlapping clustering", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2055--2081", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1877", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H25; 62H30", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Adaptive-estimation-in-structured-factor-models-with-applications-to-overlapping/10.1214/19-AOS1877.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive estimation; group recovery; high-dimensional estimation; Identification; latent model; matrix factorization; minimax estimation; Overlapping clustering; pure variables; sparse loading matrix; support recovery", } @Article{Gu:2020:PIR, author = "Yuqi Gu and Gongjun Xu", title = "Partial identifiability of restricted latent class models", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2082--2107", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1878", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Partial-identifiability-of-restricted-latent-class-models/10.1214/19-AOS1878.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "cognitive diagnosis; Identifiability; restricted latent class models", } @Article{Rockova:2020:PCB, author = "Veronika Rockov{\'a} and St{\'e}phanie van der Pas", title = "Posterior concentration for {Bayesian} regression trees and forests", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2108--2131", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1879", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62G20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Posterior-concentration-for-Bayesian-regression-trees-and-forests/10.1214/19-AOS1879.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "additive regression; asymptotic minimaxity; BART; Bayesian CART; posterior concentration; recursive partitioning; regression trees", } @Article{Ding:2020:DSA, author = "Shanshan Ding and Wei Qian and Lan Wang", title = "Double-slicing assisted sufficient dimension reduction for high-dimensional censored data", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2132--2154", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1880", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H20; 62J07; 62N02", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Double-slicing-assisted-sufficient-dimension-reduction-for-high-dimensional-censored/10.1214/19-AOS1880.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Censored data; central subspace; nonparametric estimation; sufficient dimension reduction; ultrahigh dimension; Variable selection", } @Article{Rousseau:2020:AFC, author = "Judith Rousseau and Botond Szabo", title = "Asymptotic frequentist coverage properties of {Bayesian} credible sets for sieve priors", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2155--2179", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1881", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62G05; 62G08; 62G07", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Asymptotic-frequentist-coverage-properties-of-Bayesian-credible-sets-for-sieve/10.1214/19-AOS1881.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptation; coverage; Density estimation; Empirical Bayes; hierarchical Bayes; Nonparametric regression; Posterior contraction rates; sieve prior; uncertainty quantification", } @Article{Zhang:2020:CRV, author = "Fengshuo Zhang and Chao Gao", title = "Convergence rates of variational posterior distributions", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2180--2207", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1883", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C10; 62F15", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Convergence-rates-of-variational-posterior-distributions/10.1214/19-AOS1883.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Density estimation; Empirical Bayes; Gaussian sequence model; mean-field variational inference; piecewise constant model; posterior contraction", } @Article{Ghoshdastidar:2020:TSH, author = "Debarghya Ghoshdastidar and Maurilio Gutzeit and Alexandra Carpentier and Ulrike von Luxburg", title = "Two-sample hypothesis testing for inhomogeneous random graphs", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2208--2229", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1884", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H15; 62C20; 05C80; 60B20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Two-sample-hypothesis-testing-for-inhomogeneous-random-graphs/10.1214/19-AOS1884.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "inhomogeneous Erd{\H{o}}s-R{\'e}nyi model; minimax testing; two-sample test", } @Article{Porter:2020:BHM, author = "Thomas Porter and Michael Stewart", title = "Beyond {HC}: More sensitive tests for rare\slash weak alternatives", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2230--2252", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1885", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03; 62G30; 62G32; 62F05", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Beyond-HC-More-sensitive-tests-for-rareweak-alternatives/10.1214/19-AOS1885.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "higher criticism; mixture model; Multiple comparisons; phi-divergence; sparse normal means", } @Article{Mourtada:2020:MOR, author = "Jaouad Mourtada and St{\'e}phane Ga{\"\i}ffas and Erwan Scornet", title = "Minimax optimal rates for {Mondrian} trees and forests", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2253--2276", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1886", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G08; 62C20; 62H30", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Minimax-optimal-rates-for-Mondrian-trees-and-forests/10.1214/19-AOS1886.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Minimax rates; nonparametric estimation; random forests; supervised learning", } @Article{Aragam:2020:INM, author = "Bryon Aragam and Chen Dan and Eric P. Xing and Pradeep Ravikumar", title = "Identifiability of nonparametric mixture models and {Bayes} optimal clustering", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2277--2302", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1887", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62H30; 62H12", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Identifiability-of-nonparametric-mixture-models-and-Bayes-optimal-clustering/10.1214/19-AOS1887.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayes optimal partition; clustering; Identifiability; Mixture models; nonparametric statistics", } @Article{Bagchi:2020:TSC, author = "Pramita Bagchi and Holger Dette", title = "A test for separability in covariance operators of random surfaces", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2303--2322", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1888", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62G20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/A-test-for-separability-in-covariance-operators-of-random-surfaces/10.1214/19-AOS1888.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "functional data; minimum distance; separability; space-time processes; surface data structures", } @Article{Patilea:2020:GAC, author = "Valentin Patilea and Ingrid {Van Keilegom}", title = "A general approach for cure models in survival analysis", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2323--2346", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1889", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62N01; 62N02; 62F12; 62G05", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/A-general-approach-for-cure-models-in-survival-analysis/10.1214/19-AOS1889.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic normality; bootstrap; kernel smoothing; logistic regression; mixture cure model; Semiparametric model", } @Article{Szabo:2020:ADM, author = "Botond Szab{\'o} and Harry van Zanten", title = "Adaptive distributed methods under communication constraints", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2347--2380", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1890", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62G08; 62B10", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Adaptive-distributed-methods-under-communication-constraints/10.1214/19-AOS1890.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptation; communication constraints; Distributed computation; Minimax rates; Nonparametric regression", } @Article{Berger:2020:BAC, author = "James O. Berger and Dongchu Sun and Chengyuan Song", title = "{Bayesian} analysis of the covariance matrix of a multivariate normal distribution with a new class of priors", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2381--2403", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1891", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F15; 62C10; 62H10; 62H86", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Bayesian-analysis-of-the-covariance-matrix-of-a-multivariate-normal/10.1214/19-AOS1891.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Covariance; inverse Wishart prior; objective priors; shrinkage priors", } @Article{Meyer:2020:EVF, author = "Marco Meyer and Efstathios Paparoditis and Jens-Peter Kreiss", title = "Extending the validity of frequency domain bootstrap methods to general stationary processes", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2404--2427", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1892", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62M15; 62G09", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Extending-the-validity-of-frequency-domain-bootstrap-methods-to-general/10.1214/19-AOS1892.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bootstrap; periodogram; spectral means; Stationary processes", } @Article{Liu:2020:MEL, author = "Yu Liu and Zhao Ren", title = "Minimax estimation of large precision matrices with bandable {Cholesky} factor", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2428--2454", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1893", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62F12; 62C20; 62G09", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Minimax-estimation-of-large-precision-matrices-with-bandable-Cholesky-factor/10.1214/19-AOS1893.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Cholesky factor; Frobenius norm and adaptive estimation; local cropping; minimax lower bound; operator norm; Optimal rate of convergence; precision matrix; thresholding", } @Article{Ding:2020:EIP, author = "Xiucai Ding and Zhou Zhou", title = "Estimation and inference for precision matrices of nonstationary time series", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2455--2477", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1894", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62G05; 62G10", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Estimation-and-inference-for-precision-matrices-of-nonstationary-time-series/10.1214/19-AOS1894.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Cholesky decomposition; high-dimensional Gaussian approximation; nonstationary time series; precision matrices; random matrices; sieve estimation; white noise and bandedness tests", } @Article{Anderes:2020:ICF, author = "Ethan Anderes and Jesper M{\o}ller and Jakob G. Rasmussen", title = "Isotropic covariance functions on graphs and their edges", journal = j-ANN-STAT, volume = "48", number = "4", pages = "2478--2503", month = aug, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1896", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M99; 62M30; 60K99", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-4/Isotropic-covariance-functions-on-graphs-and-their-edges/10.1214/19-AOS1896.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Geodesic metric; linear network; parametric classes of covariance functions; reproducing kernel Hilbert space; resistance metric; restricted covariance function properties", } @Article{Aue:2020:TSF, author = "Alexander Aue and Anne van Delft", title = "Testing for stationarity of functional time series in the frequency domain", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2505--2547", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1895", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G99; 62H99; 62M10; 62M15; 91B84", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Testing-for-stationarity-of-functional-time-series-in-the-frequency/10.1214/19-AOS1895.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Frequency domain methods; Functional data analysis; Locally stationary processes; spectral analysis", } @Article{Castillo:2020:SSE, author = "Isma{\"e}l Castillo and {\'E}tienne Roquain", title = "On spike and slab empirical {Bayes} multiple testing", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2548--2574", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1897", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C12; 62G10", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/On-spike-and-slab-empirical-Bayes-multiple-testing/10.1214/19-AOS1897.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "False discovery rate; Frequentist properties of Bayesian procedures; multiple testing; Sparsity", } @Article{Zhang:2020:TCG, author = "Anderson Y. Zhang and Harrison H. Zhou", title = "Theoretical and computational guarantees of mean field variational inference for community detection", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2575--2598", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1898", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60G05", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Theoretical-and-computational-guarantees-of-mean-field-variational-inference-for/10.1214/19-AOS1898.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayesian; Community detection; Mean field; Stochastic block model; variational inference", } @Article{Fauss:2020:MOS, author = "Michael Fau{\ss} and Abdelhak M. Zoubir and H. Vincent Poor", title = "Minimax optimal sequential hypothesis tests for {Markov} processes", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2599--2621", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1899", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62L10; 62C20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Minimax-optimal-sequential-hypothesis-tests-for-Markov-processes/10.1214/19-AOS1899.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "distributional uncertainty; minimax procedures; multiple hypothesis testing; robust hypothesis testing; sequential analysis", } @Article{Fang:2020:TSH, author = "Ethan X. Fang and Yang Ning and Runze Li", title = "Test of significance for high-dimensional longitudinal data", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2622--2645", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1900", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03; 62F05", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Test-of-significance-for-high-dimensional-longitudinal-data/10.1214/19-AOS1900.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "False discovery rate; generalized estimating equation; quadratic inference function", } @Article{Rohde:2020:GRC, author = "Angelika Rohde and Lukas Steinberger", title = "Geometrizing rates of convergence under local differential privacy constraints", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2646--2670", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1901", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62C20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Geometrizing-rates-of-convergence-under-local-differential-privacy-constraints/10.1214/19-AOS1901.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Local differential privacy; minimax estimation; moduli of continuity; nonparametric estimation; rate of convergence", } @Article{Jeon:2020:ARH, author = "Jeong Min Jeon and Byeong U. Park", title = "Additive regression with {Hilbertian} responses", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2671--2697", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1902", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62G20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Additive-regression-with-Hilbertian-responses/10.1214/19-AOS1902.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Additive models; Bochner integral; functional responses; Hilbert spaces; infinite-dimensional spaces; non-Euclidean data; smooth backfitting", } @Article{Donnet:2020:NBE, author = "Sophie Donnet and Vincent Rivoirard and Judith Rousseau", title = "Nonparametric {Bayesian} estimation for multivariate {Hawkes} processes", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2698--2727", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1903", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 60G55; 62G05", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Nonparametric-Bayesian-estimation-for-multivariate-Hawkes-processes/10.1214/19-AOS1903.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Hawkes processes; multivariate counting process; Nonparametric Bayesian estimation; posterior concentration rates", } @Article{Wang:2020:HTH, author = "Runmin Wang and Xiaofeng Shao", title = "Hypothesis testing for high-dimensional time series via self-normalization", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2728--2758", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1904", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H15; 60K35; 62G10; 62G20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Hypothesis-testing-for-high-dimensional-time-series-via-self-normalization/10.1214/19-AOS1904.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "high-dimensional inference; nonlinear time series; Pivotal; self-normalization; U-statistic", } @Article{Royset:2020:VAC, author = "Johannes O. Royset and Roger J-B Wets", title = "Variational analysis of constrained {$M$}-estimators", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2759--2790", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1905", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G07", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Variational-analysis-of-constrained-M-estimators/10.1214/19-AOS1905.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Shape-constrained estimation; variational approximations", } @Article{Wang:2020:WBE, author = "Shuaiwen Wang and Haolei Weng and Arian Maleki", title = "Which bridge estimator is the best for variable selection?", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2791--2823", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1906", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 62J07", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Which-bridge-estimator-is-the-best-for-variable-selection/10.1214/19-AOS1906.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bridge regression; debiasing; false discovery proportion; high dimension; large noise; large sample; rare signal; true positive proportion; two-stage methods; Variable selection", } @Article{Dobriban:2020:PMF, author = "Edgar Dobriban", title = "Permutation methods for factor analysis and {PCA}", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2824--2847", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1907", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H25; 62H12", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Permutation-methods-for-factor-analysis-and-PCA/10.1214/19-AOS1907.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "factor analysis; high-dimensional asymptotics; parallel analysis; PCA; permutation methods", } @Article{Gao:2020:GFB, author = "Chao Gao and Aad W. van der Vaart and Harrison H. Zhou", title = "A general framework for {Bayes} structured linear models", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2848--2878", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1909", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C10; 62F15", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/A-general-framework-for-Bayes-structured-linear-models/10.1214/19-AOS1909.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Aggregation; dictionary learning; graphon; Oracle inequality; posterior contraction; sparse linear regression; Stochastic block model", } @Article{Bhattacharya:2020:ADD, author = "Bhaswar B. Bhattacharya", title = "Asymptotic distribution and detection thresholds for two-sample tests based on geometric graphs", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2879--2903", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1913", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F07; 62G10; 60D05; 60F05; 60C05", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Asymptotic-distribution-and-detection-thresholds-for-two-sample-tests-based/10.1214/19-AOS1913.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "efficiency; geometric probability; local power; nearest-neighbor graphs; nonparametric hypothesis testing", } @Article{Heng:2020:CSM, author = "Jeremy Heng and Adrian N. Bishop and George Deligiannidis and Arnaud Doucet", title = "Controlled sequential {Monte Carlo}", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2904--2929", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1914", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M05; 62F12; 62M10", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Controlled-sequential-Monte-Carlo/10.1214/19-AOS1914.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "annealed importance sampling; approximate dynamic programming; Normalizing constants; optimal control; reinforcement learning; state space models", } @Article{Pompe:2020:FAM, author = "Emilia Pompe and Chris Holmes and Krzysztof Latuszy{\'n}ski", title = "A framework for adaptive {MCMC} targeting multimodal distributions", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2930--2952", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1916", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60J05; 65C05; 62F15", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/A-framework-for-adaptive-MCMC-targeting-multimodal-distributions/10.1214/19-AOS1916.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive MCMC; ergodicity; Multimodal distribution", } @Article{Kuchibhotla:2020:VPS, author = "Arun K. Kuchibhotla and Lawrence D. Brown and Andreas Buja and Junhui Cai and Edward I. George and Linda H. Zhao", title = "Valid post-selection inference in model-free linear regression", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2953--2981", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1917", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 62F40; 62F25; 62F12", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Valid-post-selection-inference-in-model-free-linear-regression/10.1214/19-AOS1917.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Concentration inequalities; high-dimensional linear regression; Model selection; multiplier bootstrap; Orlicz norms; simultaneous inference; uniform consistency", } @Article{Paindaveine:2020:ISL, author = "Davy Paindaveine and Thomas Verdebout", title = "Inference for spherical location under high concentration", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2982--2998", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1918", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20; 62F30; 62F05; 62F12", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Inference-for-spherical-location-under-high-concentration/10.1214/19-AOS1918.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Concentrated distributions; directional statistics; Le Cam's asymptotic theory of statistical experiments; local asymptotic normality; superefficiency", } @Article{Ray:2020:SBC, author = "Kolyan Ray and Aad van der Vaart", title = "Semiparametric {Bayesian} causal inference", journal = j-ANN-STAT, volume = "48", number = "5", pages = "2999--3020", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1919", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62G15; 62G08", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Semiparametric-Bayesian-causal-inference/10.1214/19-AOS1919.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bernstein-Von Mises; Causal inference; Dirichlet process; Gaussian processes; propensity score-dependent priors", } @Article{Huang:2020:RAK, author = "Dongming Huang and Lucas Janson", title = "Relaxing the assumptions of knockoffs by conditioning", journal = j-ANN-STAT, volume = "48", number = "5", pages = "3021--3042", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1920", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62B05; 62J02", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Relaxing-the-assumptions-of-knockoffs-by-conditioning/10.1214/19-AOS1920.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "false discovery rate (FDR); Graphical model; high-dimensional inference; Knockoffs; model-X; Sufficient statistic; topological measure", } @Article{Ledoit:2020:ANS, author = "Olivier Ledoit and Michael Wolf", title = "Analytical nonlinear shrinkage of large-dimensional covariance matrices", journal = j-ANN-STAT, volume = "48", number = "5", pages = "3043--3065", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1921", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62G20; 15A52", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Analytical-nonlinear-shrinkage-of-large-dimensional-covariance-matrices/10.1214/19-AOS1921.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Hilbert transform; Kernel estimation; rotation equivariance", } @Article{Lee:2020:CCB, author = "Anthony Lee and Sumeetpal S. Singh and Matti Vihola", title = "Coupled conditional backward sampling particle filter", journal = j-ANN-STAT, volume = "48", number = "5", pages = "3066--3089", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1922", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "65C40; 65C05; 65C35; 65C60", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Coupled-conditional-backward-sampling-particle-filter/10.1214/19-AOS1922.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Backward sampling; conditional particle filter; convergence rate; coupling; unbiased", } @Article{Huang:2020:ARP, author = "Hanwen Huang", title = "Asymptotic risk and phase transition of $ \ell_1$-penalized robust estimator", journal = j-ANN-STAT, volume = "48", number = "5", pages = "3090--3111", month = oct, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1923", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 62J07; 62H12", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-5/Asymptotic-risk-and-phase-transition-of-l_1-penalized-robust-estimator/10.1214/19-AOS1923.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Mean square error; minimax; penalized; phase transition; robust", } @Article{Belitser:2020:EBO, author = "Eduard Belitser and Subhashis Ghosal", title = "Empirical {Bayes} oracle uncertainty quantification for regression", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3113--3137", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1845", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G15; 62C05; 62H35; 62G99", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Empirical-Bayes-oracle-uncertainty-quantification-for-regression/10.1214/19-AOS1845.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "coverage; Credible ball; Empirical Bayes; excessive bias restriction; oracle rate", } @Article{Li:2020:AJD, author = "Zeng Li and Fang Han and Jianfeng Yao", title = "Asymptotic joint distribution of extreme eigenvalues and trace of large sample covariance matrix in a generalized spiked population model", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3138--3160", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1882", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20; 62H15; 15B52", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Asymptotic-joint-distribution-of-extreme-eigenvalues-and-trace-of-large/10.1214/19-AOS1882.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic distribution; Extreme eigenvalues; Generalized spiked model; large sample covariance matrix; Random matrix theory; Trace", } @Article{Dwivedi:2020:SMC, author = "Raaz Dwivedi and Nhat Ho and Koulik Khamaru and Martin J. Wainwright and Michael I. Jordan and Bin Yu", title = "Singularity, misspecification and the convergence rate of {EM}", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3161--3182", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1924", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F15; 62G05; 62G20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Singularity-misspecification-and-the-convergence-rate-of-EM/10.1214/19-AOS1924.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "empirical process; expectation-maximization; Fisher information matrix; localization argument; Mixture models; nonasymptotic convergence guarantees", } @Article{Mao:2020:TOE, author = "Cheng Mao and Ashwin Pananjady and Martin J. Wainwright", title = "Towards optimal estimation of bivariate isotonic matrices with unknown permutations", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3183--3205", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1925", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J15; 62F07", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Towards-optimal-estimation-of-bivariate-isotonic-matrices-with-unknown-permutations/10.1214/19-AOS1925.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "crowd-labeling; pairwise comparisons; Permutation-based models; ranking; Shape-constrained estimation; statistical-computational gap", } @Article{Drton:2020:HDC, author = "Mathias Drton and Fang Han and Hongjian Shi", title = "High-dimensional consistent independence testing with maxima of rank correlations", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3206--3227", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1926", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/High-dimensional-consistent-independence-testing-with-maxima-of-rank-correlations/10.1214/19-AOS1926.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Degenerate U-statistics; extreme value distribution; Independence test; maximum-type test; rank statistics; rate-optimality", } @Article{Han:2020:ORE, author = "Yanjun Han and Jiantao Jiao and Tsachy Weissman and Yihong Wu", title = "Optimal rates of entropy estimation over {Lipschitz} balls", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3228--3250", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1927", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62C20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Optimal-rates-of-entropy-estimation-over-Lipschitz-balls/10.1214/19-AOS1927.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Minimax rate; nonparametrics; nonsmooth functional estimation; polynomial approximation", } @Article{Han:2020:LDT, author = "Qiyang Han and Cun-Hui Zhang", title = "Limit distribution theory for block estimators in multiple isotonic regression", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3251--3282", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1928", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60E15; 62G05", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Limit-distribution-theory-for-block-estimators-in-multiple-isotonic-regression/10.1214/19-AOS1928.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptation; Gaussian process; Limit distribution theory; multiple isotonic regression; shape constraints", } @Article{Karmakar:2020:AEC, author = "Bikram Karmakar and Dylan S. Small", title = "Assessment of the extent of corroboration of an elaborate theory of a causal hypothesis using partial conjunctions of evidence factors", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3283--3311", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1929", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62K15; 03A10", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Assessment-of-the-extent-of-corroboration-of-an-elaborate-theory/10.1214/19-AOS1929.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; degree of corroboration; elaborate theory; evidence factors; observational studies", } @Article{Dubey:2020:FCP, author = "Paromita Dubey and Hans-Georg M{\"u}ller", title = "{Fr{\'e}chet} change-point detection", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3312--3335", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1930", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60K35", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Fr%c3%a9chet-change-point-detection/10.1214/19-AOS1930.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bootstrap; Brownian bridge; dynamics of networks; Empirical processes; graph Laplacians; metric space; object data; random densities; random objects", } @Article{Comte:2020:NDE, author = "Fabienne Comte and Valentine Genon-Catalot", title = "Nonparametric drift estimation for i.i.d. paths of stochastic differential equations", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3336--3365", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1933", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G07; 62M05", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Nonparametric-drift-estimation-for-iid-paths-of-stochastic-differential-equations/10.1214/19-AOS1933.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "diffusion process; Hermite basis; Laguerre basis; Model selection; Nonparametric drift estimation; projection estimators", } @Article{Zhu:2020:DBR, author = "Changbo Zhu and Xianyang Zhang and Shun Yao and Xiaofeng Shao", title = "Distance-based and {RKHS}-based dependence metrics in high dimension", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3366--3394", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1934", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Distance-based-and-RKHS-based-dependence-metrics-in-high-dimension/10.1214/19-AOS1934.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "distance covariance; high dimensionality; Hilbert--Schmidt independence criterion; Independence test", } @Article{Edelmann:2020:DSD, author = "Dominic Edelmann and Donald Richards and Daniel Vogel", title = "The distance standard deviation", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3395--3416", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1935", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60E15; 62H20; 60E05; 60E10", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/The-distance-standard-deviation/10.1214/19-AOS1935.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Asymptotic efficiency; Characteristic function; dispersive ordering; distance correlation coefficient; distance variance; Gini's mean difference; measure of spread; order statistic; sample spacing; stochastic ordering; U-statistic", } @Article{Kim:2020:RMN, author = "Ilmun Kim and Sivaraman Balakrishnan and Larry Wasserman", title = "Robust multivariate nonparametric tests via projection averaging", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3417--3441", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1936", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Robust-multivariate-nonparametric-tests-via-projection-averaging/10.1214/19-AOS1936.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Energy statistic; high dimension and low sample size; Independence testing; maximum mean discrepancy; permutation tests", } @Article{He:2020:ICV, author = "Yi He and Yanxi Hou and Liang Peng and Haipeng Shen", title = "Inference for conditional value-at-risk of a predictive regression", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3442--3464", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1937", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62M10; 62P20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Inference-for-conditional-value-at-risk-of-a-predictive-regression/10.1214/19-AOS1937.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Conditional risk measures; empirical likelihood; Interval estimation; Least squares estimation; Quantile regression; risk management; value-at-risk", } @Article{Katsevich:2020:SHP, author = "Eugene Katsevich and Aaditya Ramdas", title = "Simultaneous high-probability bounds on the false discovery proportion in structured, regression and online settings", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3465--3487", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1938", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J15; 62F03; 60G42; 62P10", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Simultaneous-high-probability-bounds-on-the-false-discovery-proportion-in/10.1214/19-AOS1938.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "false discovery exceedance; False discovery rate; FDR; FDX; multiple testing; post hoc confidence bounds; uniform martingale concentration", } @Article{Sanders:2020:CBM, author = "Jaron Sanders and Alexandre Prouti{\`e}re and Se-Young Yun", title = "Clustering in {Block Markov Chains}", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3488--3512", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1939", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H30; 60J10; 60J20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Clustering-in-Block-Markov-Chains/10.1214/19-AOS1939.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic analysis; Change of measure; clustering; Community detection; information theory; Markov chains; Mixing times", } @Article{Evans:2020:MSL, author = "Robin J. Evans", title = "Model selection and local geometry", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3513--3544", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1940", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03; 62H15", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Model-selection-and-local-geometry/10.1214/19-AOS1940.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Asymptotic theory; Causal inference; Convex optimization; geometry; hypothesis test; Model selection", } @Article{Durmus:2020:IGE, author = "Alain Durmus and {\'E}ric Moulines and Eero Saksman", title = "Irreducibility and geometric ergodicity of {Hamiltonian Monte Carlo}", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3545--3564", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1941", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60J05; 60J22; 65C05", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Irreducibility-and-geometric-ergodicity-of-Hamiltonian-Monte-Carlo/10.1214/19-AOS1941.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "geometric ergodicity; Hamiltonian Monte Carlo; irreducibility; Markov chain Monte Carlo", } @Article{Han:2020:THD, author = "Yuefeng Han and Wei Biao Wu", title = "Test for high dimensional covariance matrices", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3565--3588", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1943", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F05; 62E17", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Test-for-high-dimensional-covariance-matrices/10.1214/20-AOS1943.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "covariance function; Gaussian approximation; high dimensional covariance matrices; Resampling", } @Article{Shen:2020:OEV, author = "Yandi Shen and Chao Gao and Daniela Witten and Fang Han", title = "Optimal estimation of variance in nonparametric regression with random design", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3589--3618", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1944", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62G20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Optimal-estimation-of-variance-in-nonparametric-regression-with-random-design/10.1214/20-AOS1944.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Minimax rate; Nonparametric regression; random design; U-statistics; variance estimation", } @Article{Javanmard:2020:ATL, author = "Adel Javanmard and Marco Mondelli and Andrea Montanari", title = "Analysis of a two-layer neural network via displacement convexity", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3619--3642", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1945", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F10; 62J02; 62H12", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Analysis-of-a-two-layer-neural-network-via-displacement-convexity/10.1214/20-AOS1945.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "convergence rate; displacement convexity; function regression; neural networks; Stochastic gradient descent; Wasserstein gradient flow", } @Article{Deng:2020:BGA, author = "Hang Deng and Cun-Hui Zhang", title = "Beyond {Gaussian} approximation: Bootstrap for maxima of sums of independent random vectors", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3643--3671", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1946", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F40; 62E17", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Beyond-Gaussian-approximation--Bootstrap-for-maxima-of-sums-of/10.1214/20-AOS1946.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "anticoncentration; Comparison theorem; Empirical bootstrap; Gaussian approximation; Lindeberg interpolation; maxima of sums; multiple testing; multiplier bootstrap; simultaneous confidence intervals; wild bootstrap", } @Article{Deng:2020:IRM, author = "Hang Deng and Cun-Hui Zhang", title = "Isotonic regression in multi-dimensional spaces and graphs", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3672--3698", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1947", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G08; 62C20", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Isotonic-regression-in-multi-dimensional-spaces-and-graphs/10.1214/20-AOS1947.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive estimation; block estimator; isotonic regression; isotonic regression on graphs; lattice design; max-min estimator; min-max estimator; Minimax rate; multiple isotonic regression; oracle property; random design; Variable selection", } @Article{Baraud:2020:RBL, author = "Yannick Baraud and Lucien Birg{\'e}", title = "Robust {Bayes}-like estimation: Rho-{Bayes} estimation", journal = j-ANN-STAT, volume = "48", number = "6", pages = "3699--3720", month = dec, year = "2020", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1948", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G35; 62F15; 62G05; 62G07; 62C20; 62F99", bibdate = "Wed Mar 10 10:23:04 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-48/issue-6/Robust-Bayes-like-estimation-Rho-Bayes-estimation/10.1214/20-AOS1948.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayesian estimation; Density estimation; metric dimension; rho-Bayes estimation; robust estimation; statistical models; VC-classes", } @Article{Lin:2021:OSI, author = "Qian Lin and Xinran Li and Dongming Huang and Jun S. Liu", title = "On the optimality of sliced inverse regression in high dimensions", journal = j-ANN-STAT, volume = "49", number = "1", pages = "1--20", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1813", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J02; 62H25", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/On-the-optimality-of-sliced-inverse-regression-in-high-dimensions/10.1214/19-AOS1813.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Optimal rates; semidefinite positive programming; sliced inverse regression; sufficient dimension reduction", } @Article{Duchi:2021:AOS, author = "John C. Duchi and Feng Ruan", title = "Asymptotic optimality in stochastic optimization", journal = j-ANN-STAT, volume = "49", number = "1", pages = "21--48", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1831", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F10; 62F12; 68Q25", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Asymptotic-optimality-in-stochastic-optimization/10.1214/19-AOS1831.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "convex analysis; Local asymptotic minimax theory; manifold identification; stochastic gradients", } @Article{Shi:2021:CVI, author = "Chengchun Shi and Rui Song and Wenbin Lu", title = "Concordance and value information criteria for optimal treatment decision", journal = j-ANN-STAT, volume = "49", number = "1", pages = "49--75", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1908", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E99", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Concordance-and-value-information-criteria-for-optimal-treatment-decision/10.1214/19-AOS1908.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Concordance and value information criteria; Optimal treatment regime; tuning parameter selection; Variable selection", } @Article{Xia:2021:SOC, author = "Dong Xia and Ming Yuan and Cun-Hui Zhang", title = "Statistically optimal and computationally efficient low rank tensor completion from noisy entries", journal = j-ANN-STAT, volume = "49", number = "1", pages = "76--99", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1942", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60K35", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Statistically-optimal-and-computationally-efficient-low-rank-tensor-completion-from/10.1214/20-AOS1942.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "low-rank; Minimax optimality; power iteration; spectral initialization; tensor completion", } @Article{Cai:2021:TLN, author = "T. Tony Cai and Hongji Wei", title = "Transfer learning for nonparametric classification: Minimax rate and adaptive classifier", journal = j-ANN-STAT, volume = "49", number = "1", pages = "100--128", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1949", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F30; 62B10; 62F12", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Transfer-learning-for-nonparametric-classification--Minimax-rate-and-adaptive/10.1214/20-AOS1949.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptivity; classification; domain adaptation; Minimax rate; transfer learning", } @Article{Feng:2021:AML, author = "Oliver Y. Feng and Adityanand Guntuboyina and Arlene K. H. Kim and Richard J. Samworth", title = "Adaptation in multivariate log-concave density estimation", journal = j-ANN-STAT, volume = "49", number = "1", pages = "129--153", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1950", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G07; 62G20", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Adaptation-in-multivariate-log-concave-density-estimation/10.1214/20-AOS1950.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bracketing entropy; contour separation; Log-concavity; maximum likelihood estimation; Multivariate adaptation", } @Article{He:2021:AIS, author = "Yinqiu He and Gongjun Xu and Chong Wu and Wei Pan", title = "Asymptotically independent {$U$}-statistics in high-dimensional testing", journal = j-ANN-STAT, volume = "49", number = "1", pages = "154--181", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1951", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03; 62F05", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Asymptotically-independent-U-statistics-in-high-dimensional-testing/10.1214/20-AOS1951.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptive testing; High-dimensional hypothesis test; U-statistics", } @Article{Kleijn:2021:FVB, author = "B. J. K. Kleijn", title = "Frequentist validity of {Bayesian} limits", journal = j-ANN-STAT, volume = "49", number = "1", pages = "182--202", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1952", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G20; 62G10; 62C10; 62B15", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Frequentist-validity-of-Bayesian-limits/10.1214/20-AOS1952.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "contiguity; coverage; Credible set; frequentist consistency; Model selection; posterior consistency; Posterior odds; posterior rate of convergence; uncertainty quantification", } @Article{Wang:2021:OCP, author = "Daren Wang and Yi Yu and Alessandro Rinaldo", title = "Optimal change point detection and localization in sparse dynamic networks", journal = j-ANN-STAT, volume = "49", number = "1", pages = "203--232", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1953", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 91B84", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Optimal-change-point-detection-and-localization-in-sparse-dynamic-networks/10.1214/20-AOS1953.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "change point detection; low-rank networks; Minimax optimality; Stochastic block model", } @Article{Zhang:2021:CCS, author = "Danna Zhang and Wei Biao Wu", title = "Convergence of covariance and spectral density estimates for high-dimensional locally stationary processes", journal = j-ANN-STAT, volume = "49", number = "1", pages = "233--254", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1954", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62M15", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Convergence-of-covariance-and-spectral-density-estimates-for-high-dimensional/10.1214/20-AOS1954.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "convergence rate; Hanson-Wright-type inequalities; high-dimensional time series; Locally stationary processes; second-order statistics", } @Article{Tang:2021:WEF, author = "Yu Tang and Hongquan Xu", title = "Wordlength enumerator for fractional factorial designs", journal = j-ANN-STAT, volume = "49", number = "1", pages = "255--271", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1955", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62K15", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Wordlength-enumerator-for-fractional-factorial-designs/10.1214/20-AOS1955.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Factor screening; generalized Hadamard matrix; generalized minimum aberration; generalized wordlength pattern; supersaturated design", } @Article{Carpentier:2021:EME, author = "Alexandra Carpentier and Sylvain Delattre and Etienne Roquain and Nicolas Verzelen", title = "Estimating minimum effect with outlier selection", journal = j-ANN-STAT, volume = "49", number = "1", pages = "272--294", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1956", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62C20", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Estimating-minimum-effect-with-outlier-selection/10.1214/20-AOS1956.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "contamination; equicorrelation; False discovery rate; Hermite polynomials; Minimax rate; moment matching; multiple testing; post hoc; selective inference; Sparsity", } @Article{Zou:2021:MBS, author = "Nan Zou and Stanislav Volgushev and Axel B{\"u}cher", title = "Multiple block sizes and overlapping blocks for multivariate time series extremes", journal = j-ANN-STAT, volume = "49", number = "1", pages = "295--320", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1957", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G32; 62E20; 60G70; 62G20", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Multiple-block-sizes-and-overlapping-blocks-for-multivariate-time-series/10.1214/20-AOS1957.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bias correction; Block maxima; empirical process; Extreme-value copula; mixing coefficients; second-order condition", } @Article{Montanari:2021:ELR, author = "Andrea Montanari and Ramji Venkataramanan", title = "Estimation of low-rank matrices via approximate message passing", journal = j-ANN-STAT, volume = "49", number = "1", pages = "321--345", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1958", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H99; 62F15; 62E20", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Estimation-of-low-rank-matrices-via-approximate-message-passing/10.1214/20-AOS1958.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "approximate message passing; low-rank matrix estimation; spectral initialization", } @Article{Caponera:2021:ASF, author = "Alessia Caponera and Domenico Marinucci", title = "Asymptotics for spherical functional autoregressions", journal = j-ANN-STAT, volume = "49", number = "1", pages = "346--369", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1959", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M15; 60G15; 60F05; 62M40", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Asymptotics-for-spherical-functional-autoregressions/10.1214/20-AOS1959.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Quantitative Central Limit Theorem; Spherical functional autoregressions; Spherical harmonics; Wasserstein distance; weak convergence", } @Article{Bao:2021:SVS, author = "Zhigang Bao and Xiucai Ding and Ke Wang", title = "Singular vector and singular subspace distribution for the matrix denoising model", journal = j-ANN-STAT, volume = "49", number = "1", pages = "370--392", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1960", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60B20; 62G10; 62H10; 15B52; 62H25", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Singular-vector-and-singular-subspace-distribution-for-the-matrix-denoising/10.1214/20-AOS1960.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "matrix denoising model; nonuniversality; Random matrix; signal-plus-noise model; singular subspace; singular vector", } @Article{Lugosi:2021:RMM, author = "G{\'a}bor Lugosi and Shahar Mendelson", title = "Robust multivariate mean estimation: The optimality of trimmed mean", journal = j-ANN-STAT, volume = "49", number = "1", pages = "393--410", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1961", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J02; 62G08; 60G25", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Robust-multivariate-mean-estimation-The-optimality-of-trimmed-mean/10.1214/20-AOS1961.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Mean estimation; robust estimation", } @Article{Kim:2021:CAP, author = "Ilmun Kim and Aaditya Ramdas and Aarti Singh and Larry Wasserman", title = "Classification accuracy as a proxy for two-sample testing", journal = j-ANN-STAT, volume = "49", number = "1", pages = "411--434", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1962", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Classification-accuracy-as-a-proxy-for-two-sample-testing/10.1214/20-AOS1962.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Classification accuracy; high-dimensional asymptotics; Hotelling's; two sample testing", } @Article{Chen:2021:AHE, author = "Yuxin Chen and Chen Cheng and Jianqing Fan", title = "Asymmetry helps: Eigenvalue and eigenvector analyses of asymmetrically perturbed low-rank matrices", journal = j-ANN-STAT, volume = "49", number = "1", pages = "435--458", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1963", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H25; 62H12", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Asymmetry-helps--Eigenvalue-and-eigenvector-analyses-of-asymmetrically-perturbed/10.1214/20-AOS1963.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "eigenvalue perturbation; entrywise eigenvector perturbation; Heteroscedasticity; linear form of eigenvectors; spectral methods", } @Article{Han:2021:CSD, author = "Qiyang Han and Jon A. Wellner", title = "Complex sampling designs: Uniform limit theorems and applications", journal = j-ANN-STAT, volume = "49", number = "1", pages = "459--485", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1964", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60E15; 62G05", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Complex-sampling-designs-Uniform-limit-theorems-and-applications/10.1214/20-AOS1964.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Complex sampling design; empirical process; uniform limit theorems", } @Article{Barber:2021:PIJ, author = "Rina Foygel Barber and Emmanuel J. Cand{\`e}s and Aaditya Ramdas and Ryan J. Tibshirani", title = "Predictive inference with the jackknife+", journal = j-ANN-STAT, volume = "49", number = "1", pages = "486--507", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1965", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F40; 62G08; 62G09", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Predictive-inference-with-the-jackknife/10.1214/20-AOS1965.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "conformal inference; cross-validation; distribution-free; jackknife; leave-one-out; stability", } @Article{Obloj:2021:RES, author = "Jan Ob{\l}{\'o}j and Johannes Wiesel", title = "Robust estimation of superhedging prices", journal = j-ANN-STAT, volume = "49", number = "1", pages = "508--530", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1966", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "91G70; 91G20; 62G20; 62G35", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Robust-estimation-of-superhedging-prices/10.1214/20-AOS1966.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "consistency; empirical measure; pricing-hedging duality; risk measures; robustness; statistical estimation; stock returns; Superhedging price; Wasserstein metric", } @Article{Amini:2021:CKM, author = "Arash A. Amini and Zahra S. Razaee", title = "Concentration of kernel matrices with application to kernel spectral clustering", journal = j-ANN-STAT, volume = "49", number = "1", pages = "531--556", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1967", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H20; 60E15; 62G99", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Concentration-of-kernel-matrices-with-application-to-kernel-spectral-clustering/10.1214/20-AOS1967.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Concentration inequalities; kernel matrices; kernel spectral clustering; nonasymptotic bounds", } @Article{Pollak:2021:RTR, author = "Moshe Pollak", title = "A rule of thumb: Run lengths to false alarm of many types of control charts run in parallel on dependent streams are asymptotically independent", journal = j-ANN-STAT, volume = "49", number = "1", pages = "557--567", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1968", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62L10; 94A13", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/A-rule-of-thumb--Run-lengths-to-false-alarm/10.1214/20-AOS1968.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "average run length; CUSUM; exponential distribution; p-value; Shiryaev-Roberts", } @Article{Efromovich:2021:SMD, author = "Sam Efromovich", title = "Sharp minimax distribution estimation for current status censoring with or without missing", journal = j-ANN-STAT, volume = "49", number = "1", pages = "568--589", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1970", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G07; 62G07; 60J10", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Sharp-minimax-distribution-estimation-for-current-status-censoring-with-or/10.1214/20-AOS1970.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptation; aperiodic functions; case-control study; Cumulative distribution function; Density; missing; sharp minimax", } @Article{Petersen:2021:WTC, author = "Alexander Petersen and Xi Liu and Afshin A. Divani", title = "{Wasserstein} {$F$}-tests and confidence bands for the {Fr{\'e}chet} regression of density response curves", journal = j-ANN-STAT, volume = "49", number = "1", pages = "590--611", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1971", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J99; 62F03; 62F25; 62F05; 62F12", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Wasserstein-F-tests-and-confidence-bands-for-the-Fr%c3%a9chet-regression/10.1214/20-AOS1971.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "least squares regression; random densities; simultaneous confidence band; tests for regression effects; Wasserstein metric", } @Article{Belitser:2021:CNS, author = "Eduard Belitser and Subhashis Ghosal and Harry van Zanten", title = "Correction note: {``Optimal two-stage procedures for estimating location and size of the maximum of a multivariate regression function'' Ann. Statist. {\bf 40} (2012) 2850--2876}", journal = j-ANN-STAT, volume = "49", number = "1", pages = "612--613", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1993", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62L12; 62G05; 62H12; 62L05", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2010.bib; https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", note = "See \cite{Belitser:2012:OTS}.", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Correction-note--Optimal-two-stage-procedures-for-estimating-location/10.1214/20-AOS1993.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive estimation; multistage procedure; optimal rate; sequential design; two-stage procedure", } @Article{Fissler:2021:CNH, author = "Tobias Fissler and Johanna F. Ziegel", title = "Correction note: {Higher order elicitability and Osband's principle}", journal = j-ANN-STAT, volume = "49", number = "1", pages = "614--614", month = feb, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2014", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C99; 91B06", bibdate = "Wed Mar 10 10:23:05 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2010.bib; https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", note = "See \cite{Fissler:2016:HOE}.", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-1/Correction-note-Higher-order-elicitability-and-Osbands-principle/10.1214/20-AOS2014.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "consistency; decision theory; elicitability; expected shortfall; point forecasts; propriety; scoring functions; scoring rules; spectral risk measures; value at risk", } @Article{Belomestny:2021:DDU, author = "Denis Belomestny and Alexander Goldenshluger", title = "Density deconvolution under general assumptions on the distribution of measurement errors", journal = j-ANN-STAT, volume = "49", number = "2", pages = "615--649", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1969", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G07; 62G20", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Density-deconvolution-under-general-assumptions-on-the-distribution-of-measurement/10.1214/20-AOS1969.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Characteristic function; density deconvolution; Density estimation; Laplace transform; lower bounds; minimax risk", } @Article{Xu:2021:HDN, author = "Min Xu and Richard J. Samworth", title = "High-dimensional nonparametric density estimation via symmetry and shape constraints", journal = j-ANN-STAT, volume = "49", number = "2", pages = "650--672", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1972", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G07", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/High-dimensional-nonparametric-density-estimation-via-symmetry-and-shape-constraints/10.1214/20-AOS1972.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Density estimation; High-dimensional statistics; nonparametric estimation; Shape-constrained estimation", } @Article{Savje:2021:ATE, author = "Fredrik S{\"a}vje and Peter M. Aronow and Michael G. Hudgens", title = "Average treatment effects in the presence of unknown interference", journal = j-ANN-STAT, volume = "49", number = "2", pages = "673--701", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1973", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62D99; 62K99", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Average-treatment-effects-in-the-presence-of-unknown-interference/10.1214/20-AOS1973.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "causal effects; Causal inference; experiments; SUTVA", } @Article{Freise:2021:AWA, author = "Fritjof Freise and Norbert Gaffke and Rainer Schwabe", title = "The adaptive {Wynn} algorithm in generalized linear models with univariate response", journal = j-ANN-STAT, volume = "49", number = "2", pages = "702--722", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1974", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62L05; 62F12; 62J12", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/The-adaptive-Wynn-algorithm-in-generalized-linear-models-with-univariate/10.1214/20-AOS1974.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive estimation; approximate design; asymptotic normality; D-optimality; Nonlinear regression; strong consistency", } @Article{Camerlenghi:2021:ODR, author = "Federico Camerlenghi and Stefano Favaro and Zacharie Naulet and Francesca Panero", title = "Optimal disclosure risk assessment", journal = j-ANN-STAT, volume = "49", number = "2", pages = "723--744", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1975", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62C20", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Optimal-disclosure-risk-assessment/10.1214/20-AOS1975.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Disclosure risk assessment; microdata sample; nonparametric inference; optimal minimax procedure; Poisson abundance model; polynomial approximation", } @Article{Lei:2021:NRU, author = "Jing Lei", title = "Network representation using graph root distributions", journal = j-ANN-STAT, volume = "49", number = "2", pages = "745--768", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1976", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E10; 62G05; 62M15", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Network-representation-using-graph-root-distributions/10.1214/20-AOS1976.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "exchangeable random graph; Krein space; network data; spectral embedding", } @Article{Fang:2021:MEI, author = "Billy Fang and Adityanand Guntuboyina and Bodhisattva Sen", title = "Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and {Hardy--Krause} variation", journal = j-ANN-STAT, volume = "49", number = "2", pages = "769--792", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1977", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Multivariate-extensions-of-isotonic-regression-and-total-variation-denoising-via/10.1214/20-AOS1977.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "(constrained) least squares estimation; Almost parametric risk; bounded mixed derivative; curse of dimensionality; dimension independent risk; multivariate shape constrained regression; Nonparametric regression; risk under the squared error loss", } @Article{Nevo:2021:ASL, author = "Daniel Nevo and Judith J. Lok and Donna Spiegelman", title = "Analysis of ``learn-as-you-go'' ({LAGO}) studies", journal = j-ANN-STAT, volume = "49", number = "2", pages = "793--819", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1978", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62K99; 62L99; 62F12; 62F10; 62F05; 62J12", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Analysis-of-learn-as-you-go-LAGO-studies/10.1214/20-AOS1978.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptive designs; coupling; dependent sample; public health", } @Article{Lahiri:2021:NSC, author = "Soumendra N. Lahiri", title = "Necessary and sufficient conditions for variable selection consistency of the {LASSO} in high dimensions", journal = j-ANN-STAT, volume = "49", number = "2", pages = "820--844", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1979", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20; 62J05", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Necessary-and-sufficient-conditions-for-variable-selection-consistency-of-the/10.1214/20-AOS1979.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic normality; Irrepresentable Condition; oracle property; regularization", } @Article{Davezies:2021:EPR, author = "Laurent Davezies and Xavier D'Haultfoeuille and Yannick Guyonvarch", title = "Empirical process results for exchangeable arrays", journal = j-ANN-STAT, volume = "49", number = "2", pages = "845--862", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1981", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60F17; 60G09; 62F40", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Empirical-process-results-for-exchangeable-arrays/10.1214/20-AOS1981.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bootstrap; Empirical processes; Exchangeable arrays", } @Article{Camerlenghi:2021:SAH, author = "Federico Camerlenghi and Antonio Lijoi and Igor Pr{\"u}nster", title = "Survival analysis via hierarchically dependent mixture hazards", journal = j-ANN-STAT, volume = "49", number = "2", pages = "863--884", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1982", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F15; 62N02; 60G57", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Survival-analysis-via-hierarchically-dependent-mixture-hazards/10.1214/20-AOS1982.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayesian nonparametrics; completely random measures; generalized gamma processes; hazard rate mixtures; hierarchical processes; Meta-analysis; Partial exchangeability", } @Article{Delyon:2021:SAI, author = "Bernard Delyon and Fran{\c{c}}ois Portier", title = "Safe adaptive importance sampling: a mixture approach", journal = j-ANN-STAT, volume = "49", number = "2", pages = "885--917", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1983", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "65C05; 62G07; 60F05", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Safe-adaptive-importance-sampling-A-mixture-approach/10.1214/20-AOS1983.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptive importance sampling; kernel density estimation; martingale methods; Monte Carlo methods", } @Article{Dobriban:2021:DLR, author = "Edgar Dobriban and Yue Sheng", title = "Distributed linear regression by averaging", journal = j-ANN-STAT, volume = "49", number = "2", pages = "918--943", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1984", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 65Y05; 68W10; 68W15", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Distributed-linear-regression-by-averaging/10.1214/20-AOS1984.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Distributed learning; high dimensional; Linear regression; parallel computation; Random matrix theory", } @Article{Cai:2021:SEU, author = "Changxiao Cai and Gen Li and Yuejie Chi and H. Vincent Poor and Yuxin Chen", title = "Subspace estimation from unbalanced and incomplete data matrices: $\ell_{2, \infty}$ statistical guarantees", journal = j-ANN-STAT, volume = "49", number = "2", pages = "944--967", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1986", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F10; 62H25", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Subspace-estimation-from-unbalanced-and-incomplete-data-matrices--%e2%84%932/10.1214/20-AOS1986.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Covariance estimation; leave-one-out analysis; missing data; Principal Component Analysis; spectral clustering; Spectral method; tensor completion", } @Article{Bercu:2021:ADC, author = "Bernard Bercu and J{\'e}r{\'e}mie Bigot", title = "Asymptotic distribution and convergence rates of stochastic algorithms for entropic optimal transportation between probability measures", journal = j-ANN-STAT, volume = "49", number = "2", pages = "968--987", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1987", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G20", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Asymptotic-distribution-and-convergence-rates-of-stochastic-algorithms-for-entropic/10.1214/20-AOS1987.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "convergence of random variables; entropic regularization; Optimal transport; Sinkhorn divergence; Stochastic optimisation; Wasserstein distance", } @Article{Chandler:2021:MGF, author = "Gabriel Chandler and Wolfgang Polonik", title = "Multiscale geometric feature extraction for high-dimensional and non-{Euclidean} data with applications", journal = j-ANN-STAT, volume = "49", number = "2", pages = "988--1010", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1988", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G07", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Multiscale-geometric-feature-extraction-for-high-dimensional-and-non-Euclidean/10.1214/20-AOS1988.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "62GHXX; curse of dimensionality; Kernel-trick; kernelized depth; local depth; nonlinear dimension reduction; random set; VC-classes; visualization", } @Article{Chakraborty:2021:CCI, author = "Moumita Chakraborty and Subhashis Ghosal", title = "Coverage of credible intervals in nonparametric monotone regression", journal = j-ANN-STAT, volume = "49", number = "2", pages = "1011--1028", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1989", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62F15; 62G05; 62G10; 62G15; 62G20", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Coverage-of-credible-intervals-in-nonparametric-monotone-regression/10.1214/20-AOS1989.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Chernoff's distribution; coverage; Credible set; Monotonicity; Nonparametric regression; projection-posterior", } @Article{Ghorbani:2021:LTL, author = "Behrooz Ghorbani and Song Mei and Theodor Misiakiewicz and Andrea Montanari", title = "Linearized two-layers neural networks in high dimension", journal = j-ANN-STAT, volume = "49", number = "2", pages = "1029--1054", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1990", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62J07", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Linearized-two-layers-neural-networks-in-high-dimension/10.1214/20-AOS1990.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "approximation bounds; kernel ridge regression; neural tangent kernel; random features; Two-layers neural networks", } @Article{Howard:2021:TUN, author = "Steven R. Howard and Aaditya Ramdas and Jon McAuliffe and Jasjeet Sekhon", title = "Time-uniform, nonparametric, nonasymptotic confidence sequences", journal = j-ANN-STAT, volume = "49", number = "2", pages = "1055--1080", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1991", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62L12; 62G05; 60G42; 60B20", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Time-uniform-nonparametric-nonasymptotic-confidence-sequences/10.1214/20-AOS1991.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Confidence sequence; empirical-Bernstein bound; finite LIL bound; matrix concentration; potential outcomes; sequential probability ratio test", } @Article{Liu:2021:MRS, author = "Haoyang Liu and Chao Gao and Richard J. Samworth", title = "Minimax rates in sparse, high-dimensional change point detection", journal = j-ANN-STAT, volume = "49", number = "2", pages = "1081--1112", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1994", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Minimax-rates-in-sparse-high-dimensional-change-point-detection/10.1214/20-AOS1994.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "iterated logarithm; Minimax detection boundary; time series", } @Article{Ding:2021:SSC, author = "Xiucai Ding and Fan Yang", title = "Spiked separable covariance matrices and principal components", journal = j-ANN-STAT, volume = "49", number = "2", pages = "1113--1138", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1995", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "15B52; 62E20; 62H99", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Spiked-separable-covariance-matrices-and-principal-components/10.1214/20-AOS1995.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "BBP transition; local laws; principal components; Spiked separable covariance matrices", } @Article{Hallin:2021:DQF, author = "Marc Hallin and Eustasio del Barrio and Juan Cuesta-Albertos and Carlos Matr{\'a}n", title = "Distribution and quantile functions, ranks and signs in dimension $d$: a measure transportation approach", journal = j-ANN-STAT, volume = "49", number = "2", pages = "1139--1165", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1996", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G30; 62B05", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Distribution-and-quantile-functions-ranks-and-signs-in-dimension-d/10.1214/20-AOS1996.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "ancillarity; Basu theorem; cyclical monotonicity; distribution-freeness; Glivenko-Cantelli theorem; multivariate distribution function; Multivariate quantiles; multivariate ranks; multivariate signs", } @Article{Hutter:2021:MES, author = "Jan-Christian H{\"u}tter and Philippe Rigollet", title = "Minimax estimation of smooth optimal transport maps", journal = j-ANN-STAT, volume = "49", number = "2", pages = "1166--1194", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1997", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Minimax-estimation-of-smooth-optimal-transport-maps/10.1214/20-AOS1997.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Minimax rates; nonparametric estimation; Optimal transport; wavelet estimator", } @Article{Duffy:2021:EIP, author = "James A. Duffy and Ioannis Kasparis", title = "Estimation and inference in the presence of fractional", journal = j-ANN-STAT, volume = "49", number = "2", pages = "1195--1217", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1998", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62F12; 62G08", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Estimation-and-inference-in-the-presence-of-fractional-d1-2/10.1214/20-AOS1998.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Fractional process; half unit root; kernel regression; mildly integrated process; specification testing; weakly nonstationary process", } @Article{Goeman:2021:OCT, author = "Jelle J. Goeman and Jesse Hemerik and Aldo Solari", title = "Only closed testing procedures are admissible for controlling false discovery proportions", journal = j-ANN-STAT, volume = "49", number = "2", pages = "1218--1238", month = apr, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1999", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03", bibdate = "Tue May 4 08:10:15 MDT 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-2/Only-closed-testing-procedures-are-admissible-for-controlling-false-discovery/10.1214/20-AOS1999.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "familywise error rate; higher criticism; multiple testing; selective inference; simultaneous inference", } @Article{Fan:2021:SPH, author = "Jianqing Fan and Weichen Wang and Ziwei Zhu", title = "A shrinkage principle for heavy-tailed data: High-dimensional robust low-rank matrix recovery", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1239--1266", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1980", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F35; 62J05", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/A-shrinkage-principle-for-heavy-tailed-data--High-dimensional/10.1214/20-AOS1980.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "heavy-tailed data; High-dimensional statistics; low-rank matrix recovery; robust statistics; shrinkage; Trace regression", } @Article{Ghosh:2021:SSC, author = "Satyajit Ghosh and Kshitij Khare and George Michailidis", title = "Strong selection consistency of {Bayesian} vector autoregressive models based on a pseudo-likelihood approach", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1267--1299", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1992", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62F15; 62J07", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Strong-selection-consistency-of-Bayesian-vector-autoregressive-models-based-on/10.1214/20-AOS1992.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayesian variable selection; High-dimensional data; pseudo-likelihood; strong selection consistency; vector autoregression", } @Article{Chetverikov:2021:CVL, author = "Denis Chetverikov and Zhipeng Liao and Victor Chernozhukov", title = "On cross-validated {Lasso} in high dimensions", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1300--1317", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2000", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J07", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/On-cross-validated-Lasso-in-high-dimensions/10.1214/20-AOS2000.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "cross-validation; high-dimensional models; Lasso; nonasymptotic bounds; Sparsity", } @Article{delAlamo:2021:FCT, author = "Miguel del {\'A}lamo and Housen Li and Axel Munk", title = "Frame-constrained total variation regularization for white noise regression", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1318--1346", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2001", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G20; 62M40", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Frame-constrained-total-variation-regularization-for-white-noise-regression/10.1214/20-AOS2001.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "interpolation inequalities; minimax estimation; Nonparametric regression; overcomplete dictionaries; Total variation; Wavelets", } @Article{Comminges:2021:ARE, author = "L. Comminges and O. Collier and M. Ndaoud and A. B. Tsybakov", title = "Adaptive robust estimation in sparse vector model", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1347--1377", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2002", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 62G05", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Adaptive-robust-estimation-in-sparse-vector-model/10.1214/20-AOS2002.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive estimation; Functional estimation; Minimax rate; robust estimation; Sparse vector model; variance estimation", } @Article{Duchi:2021:LMU, author = "John C. Duchi and Hongseok Namkoong", title = "Learning models with uniform performance via distributionally robust optimization", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1378--1406", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2004", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F12; 68Q32; 62C20", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Learning-models-with-uniform-performance-via-distributionally-robust-optimization/10.1214/20-AOS2004.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Minimax optimality; risk-averse learning; Robust optimization", } @Article{Hidalgo:2021:BLM, author = "Javier Hidalgo", title = "Bootstrap long memory processes in the frequency domain", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1407--1435", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2006", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62F40; 62J20; 62G30", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Bootstrap-long-memory-processes-in-the-frequency-domain/10.1214/20-AOS2006.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bootstrap methods; Frequency domain; long memory", } @Article{Lauritzen:2021:TPE, author = "Steffen Lauritzen and Caroline Uhler and Piotr Zwiernik", title = "Total positivity in exponential families with application to binary variables", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1436--1459", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2007", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60E15; 62H99; 15B48", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Total-positivity-in-exponential-families-with-application-to-binary-variables/10.1214/20-AOS2007.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "exponential families; graphical models; Ising model; log-supermodular distributions; Positive dependence", } @Article{Imbens:2021:CB, author = "Guido Imbens and Konrad Menzel", title = "A causal bootstrap", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1460--1488", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2009", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62D05; 62D20", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/A-causal-bootstrap/10.1214/20-AOS2009.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bootstrap; Causal inference; partial identification", } @Article{Fan:2021:PCL, author = "Zhou Fan and Yi Sun and Zhichao Wang", title = "Principal components in linear mixed models with general bulk", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1489--1513", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2010", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Principal-components-in-linear-mixed-models-with-general-bulk/10.1214/20-AOS2010.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Free probability; high-dimensional asymptotics; random effects models; Random matrix theory", } @Article{Gregory:2021:SIS, author = "Karl Gregory and Enno Mammen and Martin Wahl", title = "Statistical inference in sparse high-dimensional additive models", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1514--1536", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2011", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62G20", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Statistical-inference-in-sparse-high-dimensional-additive-models/10.1214/20-AOS2011.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Additive models; bias correction; Lasso; near-orthogonality; Nonparametric curve estimation", } @Article{Cai:2021:COA, author = "T. Tony Cai and Linjun Zhang", title = "A convex optimization approach to high-dimensional sparse quadratic discriminant analysis", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1537--1568", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2012", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H30; 62C20; 62H12", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/A-convex-optimization-approach-to-high-dimensional-sparse-quadratic-discriminant/10.1214/20-AOS2012.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "classification; constrained $l_1$ minimization; High-dimensional data; minimax lower bound; Optimal rate of convergence; quadratic discriminant analysis", } @Article{Li:2021:CLT, author = "Zeng Li and Qinwen Wang and Runze Li", title = "Central limit theorem for linear spectral statistics of large dimensional {Kendall}'s rank correlation matrices and its applications", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1569--1593", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2013", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H10; 62H15", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Central-limit-theorem-for-linear-spectral-statistics-of-large-dimensional/10.1214/20-AOS2013.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "central limit theorem; high dimensional independent test; Kendall's rank correlation matrices; Linear spectral statistics; Random matrix theory", } @Article{Kong:2021:AED, author = "Xiangshun Kong and Mingao Yuan and Wei Zheng", title = "Approximate and exact designs for total effects", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1594--1625", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2015", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62K05; 62J05", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Approximate-and-exact-designs-for-total-effects/10.1214/20-AOS2015.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "approximate design theory; Interference model; linear equations system; symmetric designs; universally optimal designs", } @Article{Najafi:2021:SLS, author = "Amir Najafi and Saeed Ilchi and Amir Hossein Saberi and Seyed Abolfazl Motahari and Babak H. Khalaj and Hamid R. Rabiee", title = "On statistical learning of simplices: Unmixing problem revisited", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1626--1655", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2016", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F99", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/On-statistical-learning-of-simplices-Unmixing-problem-revisited/10.1214/20-AOS2016.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "computer simulations; high-dimensional geometry; Inference of simplices; sample complexity; statistical learning theory", } @Article{Lee:2021:FDT, author = "Sokbae Lee and Yuan Liao and Myung Hwan Seo and Youngki Shin", title = "Factor-driven two-regime regression", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1656--1678", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2017", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H25; 62F12", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Factor-driven-two-regime-regression/10.1214/20-AOS2017.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "mixed integer optimization; oracle properties; phase transition; Principal Component Analysis; threshold regression", } @Article{Brecheteau:2021:RBC, author = "Claire Br{\'e}cheteau and Aur{\'e}lie Fischer and Cl{\'e}ment Levrard", title = "Robust {Bregman} clustering", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1679--1701", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2018", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H30; 62G35", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Robust-Bregman-clustering/10.1214/20-AOS2018.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bregman divergence; clustering; robustness", } @Article{Chernozhukov:2021:LDI, author = "Victor Chernozhukov and Wolfgang Karl H{\"a}rdle and Chen Huang and Weining Wang", title = "{LASSO}-driven inference in time and space", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1702--1735", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2019", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62J99; 62F40", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/LASSO-driven-inference-in-time-and-space/10.1214/20-AOS2019.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bahadur representation; Lasso; martingale decomposition; simultaneous inference; system of equations; time series; Z-estimation", } @Article{Vovk:2021:VCC, author = "Vladimir Vovk and Ruodu Wang", title = "E-values: Calibration, combination and applications", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1736--1754", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2020", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62F03; 62C07; 62C15", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/E-values-Calibration-combination-and-applications/10.1214/20-AOS2020.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "admissible decisions; Bayes factor; global null; Hypothesis testing; multiple hypothesis testing; test martingale", } @Article{Gnecco:2021:CDH, author = "Nicola Gnecco and Nicolai Meinshausen and Jonas Peters and Sebastian Engelke", title = "Causal discovery in heavy-tailed models", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1755--1778", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2021", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62G32", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Causal-discovery-in-heavy-tailed-models/10.1214/20-AOS2021.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "62Hxx; causality; Extreme value theory; heavy-tailed distributions; nonparametric estimation", } @Article{DeCastro:2021:SSR, author = "Y. {De Castro} and S. Gadat and C. Marteau and C. Maugis-Rabusseau", title = "{SuperMix}: Sparse regularization for mixtures", journal = j-ANN-STAT, volume = "49", number = "3", pages = "1779--1809", month = jun, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2022", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 90C25; 49M29", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/SuperMix-Sparse-regularization-for-mixtures/10.1214/20-AOS2022.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Beurling Lasso; dual certificate; kernel approach; mixture recovery; super-resolution", } @Article{Eaton:2021:CSI, author = "Morris L. Eaton and Edward I. George", title = "{Charles Stein} and invariance: Beginning with the {Hunt--Stein} theorem", journal = j-ANN-STAT, volume = "49", number = "4", pages = "1815--1822", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2075", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C05; 62C20; 62F03; 62F10", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Charles-Stein-and-invariance-Beginning-with-the-HuntStein-theorem/10.1214/21-AOS2075.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "6203; amenability; decision theory; Fiducial inference; Haar measure; minimaxity", remark = "Memorial issue for Charles Stein.", } @Article{Strawderman:2021:CSC, author = "William E. Strawderman", title = "On {Charles Stein}'s contributions to (in)admissibility", journal = j-ANN-STAT, volume = "49", number = "4", pages = "1823--1835", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2108", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C15; 62C20; 62F10", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/On-Charles-Steins-contributions-to-inadmissibility/10.1214/21-AOS2108.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Admissibility; inadmissibility; minimaxity", remark = "Memorial issue for Charles Stein.", } @Article{vanderVaart:2021:SEN, author = "A. W. van der Vaart and J. A. Wellner", title = "{Stein} 1956: Efficient nonparametric testing and estimation", journal = j-ANN-STAT, volume = "49", number = "4", pages = "1836--1849", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2056", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F12; 62G05; 62G20", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Stein-1956-Efficient-nonparametric-testing-and-estimation/10.1214/21-AOS2056.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "efficient score function; Semiparametric efficiency", remark = "Memorial issue for Charles Stein.", } @Article{Chen:2021:SMN, author = "Louis H. Y. Chen", title = "{Stein}'s method of normal approximation: Some recollections and reflections", journal = j-ANN-STAT, volume = "49", number = "4", pages = "1850--1863", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2083", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60F05; 62E17; 60B10", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Steins-method-of-normal-approximation-Some-recollections-and-reflections/10.1214/21-AOS2083.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "concentration inequality; exchangeable pair; Normal approximation; Stein equation; Stein identity; Stein's method", remark = "Memorial issue for Charles Stein.", } @Article{Bellec:2021:SOS, author = "Pierre C. Bellec and Cun-Hui Zhang", title = "Second-order {Stein}: {SURE} for {SURE} and other applications in high-dimensional inference", journal = j-ANN-STAT, volume = "49", number = "4", pages = "1864--1903", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2005", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H10; 62H12; 62J07; 62G15; 62F35", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Second-order-Stein--SURE-for-SURE-and-other-applications/10.1214/20-AOS2005.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "debiased estimation; Elastic net; Lasso; Model selection; regression; risk estimate; Stein's formula; SURE; SURE for SURE; Variance estimate; variance of model size", remark = "Memorial issue for Charles Stein.", } @Article{Borgs:2021:CNE, author = "Christian Borgs and Jennifer T. Chayes and Henry Cohn and Shirshendu Ganguly", title = "Consistent nonparametric estimation for heavy-tailed sparse graphs", journal = j-ANN-STAT, volume = "49", number = "4", pages = "1904--1930", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS1985", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62H30; 05C80", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Consistent-nonparametric-estimation-for-heavy-tailed-sparse-graphs/10.1214/20-AOS1985.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "estimation; graphons; Sparse networks", remark = "Memorial issue for Charles Stein.", } @Article{DiBenedetto:2021:NRP, author = "Giuseppe {Di Benedetto} and Fran{\c{c}}ois Caron and Yee Whye Teh", title = "Nonexchangeable random partition models for microclustering", journal = j-ANN-STAT, volume = "49", number = "4", pages = "1931--1957", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2003", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F15; 60G55; 60G57", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Nonexchangeable-random-partition-models-for-microclustering/10.1214/20-AOS2003.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "completely random measure; power-law; Random partitions; sparse random graph; stochastic process", remark = "Memorial issue for Charles Stein.", } @Article{Andrieu:2021:PTO, author = "Christophe Andrieu and Samuel Livingstone", title = "{Peskun--Tierney} ordering for {Markovian Monte Carlo}: Beyond the reversible scenario", journal = j-ANN-STAT, volume = "49", number = "4", pages = "1958--1981", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2008", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "65C40; 65C05; 62J10", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/PeskunTierney-ordering-for-Markovian-Monte-Carlo--Beyond-the-reversible/10.1214/20-AOS2008.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Markov chain Monte Carlo; Peskun ordering; Piecewise deterministic Markov processes", remark = "Memorial issue for Charles Stein.", } @Article{Jacod:2021:VC, author = "Jean Jacod and Jia Li and Zhipeng Liao", title = "Volatility coupling", journal = j-ANN-STAT, volume = "49", number = "4", pages = "1982--1998", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2023", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60F15; 60G44; 62G20", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Volatility-coupling/10.1214/20-AOS2023.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "coupling; high-frequency data; occupation measure; quantiles; Semimartingale; uniform inference", remark = "Memorial issue for Charles Stein.", } @Article{Gao:2021:ADH, author = "Lan Gao and Yingying Fan and Jinchi Lv and Qi-Man Shao", title = "Asymptotic distributions of high-dimensional distance correlation inference", journal = j-ANN-STAT, volume = "49", number = "4", pages = "1999--2020", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2024", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20; 62H20; 62G10; 62G20", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib; https://www.math.utah.edu/pub/tex/bib/bitcoin.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Asymptotic-distributions-of-high-dimensional-distance-correlation-inference/10.1214/20-AOS2024.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "blockchain; central limit theorem; Distance correlation; high dimensionality; nonlinear dependence detection; nonparametric inference; power; rate of convergence; test of independence", remark = "Memorial issue for Charles Stein.", } @Article{Deng:2021:CIM, author = "Hang Deng and Qiyang Han and Cun-Hui Zhang", title = "Confidence intervals for multiple isotonic regression and other monotone models", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2021--2052", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2025", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60E15; 62G05", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Confidence-intervals-for-multiple-isotonic-regression-and-other-monotone-models/10.1214/20-AOS2025.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Confidence interval; Gaussian process; Limit distribution theory; multiple isotonic regression; shape constraints", remark = "Memorial issue for Charles Stein.", } @Article{Duanmu:2021:EAP, author = "Haosui Duanmu and Daniel M. Roy", title = "On extended admissible procedures and their nonstandard {Bayes} risk", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2053--2078", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2026", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C07; 62C10; 62A01; 28E05", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/On-extended-admissible-procedures-and-their-nonstandard-Bayes-risk/10.1214/20-AOS2026.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Complete class theorems; decision theory; nonstandard analysis", remark = "Memorial issue for Charles Stein.", } @Article{Ye:2021:DIV, author = "Ting Ye and Jun Shao and Hyunseung Kang", title = "Debiased inverse-variance weighted estimator in two-sample summary-data {Mendelian} randomization", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2079--2100", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2027", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E30; 60K35; 46N60; 62P10", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Debiased-inverse-variance-weighted-estimator-in-two-sample-summary-data/10.1214/20-AOS2027.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; inverse variance weighted estimator; many weak instruments; Mendelian randomization; summary data", remark = "Memorial issue for Charles Stein.", } @Article{Lee:2021:BNH, author = "Donald K. K. Lee and Ningyuan Chen and Hemant Ishwaran", title = "Boosted nonparametric hazards with time-dependent covariates", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2101--2128", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2028", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62N02; 62G05; 90B22", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Boosted-nonparametric-hazards-with-time-dependent-covariates/10.1214/20-AOS2028.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "functional data; gradient boosting; likelihood functional; regression trees; stepsize shrinkage; Survival analysis", remark = "Memorial issue for Charles Stein.", } @Article{Hanneke:2021:UBC, author = "Steve Hanneke and Aryeh Kontorovich and Sivan Sabato and Roi Weiss", title = "Universal {Bayes} consistency in metric spaces", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2129--2150", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2029", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "54E70; 97K80; 62C12; 03E17; 03E55", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Universal-Bayes-consistency-in-metric-spaces/10.1214/20-AOS2029.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayes consistency; classification; metric space; nearest neighbor", remark = "Memorial issue for Charles Stein.", } @Article{Neykov:2021:MOC, author = "Matey Neykov and Sivaraman Balakrishnan and Larry Wasserman", title = "Minimax optimal conditional independence testing", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2151--2177", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2030", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Minimax-optimal-conditional-independence-testing/10.1214/20-AOS2030.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Conditional independence; Hypothesis testing; Minimax optimality", remark = "Memorial issue for Charles Stein.", } @Article{Kwon:2021:ENC, author = "Caleb Kwon and Eric Mbakop", title = "Estimation of the number of components of nonparametric multivariate finite mixture models", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2178--2205", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2032", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G15; 62H30; 47A55; 47G10; 47N30", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Estimation-of-the-number-of-components-of-nonparametric-multivariate-finite/10.1214/20-AOS2032.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Conditional independence; Finite mixture model; latent model; multivariate data; nonparametric mixture", remark = "Memorial issue for Charles Stein.", } @Article{Klochkov:2021:RMC, author = "Yegor Klochkov and Alexey Kroshnin and Nikita Zhivotovskiy", title = "Robust $k$-means clustering for distributions with two moments", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2206--2230", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2033", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F35; 62F12", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Robust-k-means-clustering-for-distributions-with-two-moments/10.1214/20-AOS2033.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "clustering; excess distortion bounds; K-means; robust estimation", remark = "Memorial issue for Charles Stein.", } @Article{Kohler:2021:RCF, author = "Michael Kohler and Sophie Langer", title = "On the rate of convergence of fully connected deep neural network regression estimates", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2231--2249", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2034", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 41A25; 82C32", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/On-the-rate-of-convergence-of-fully-connected-deep-neural/10.1214/20-AOS2034.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "curse of dimensionality; deep learning; neural networks; Nonparametric regression; rate of convergence", remark = "Memorial issue for Charles Stein.", } @Article{Daudel:2021:IDG, author = "Kam{\'e}lia Daudel and Randal Douc and Fran{\c{c}}ois Portier", title = "Infinite-dimensional gradient-based descent for alpha-divergence minimisation", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2250--2270", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2035", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F15; 62F30; 62F35; 62G07; 62L99", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Infinite-dimensional-gradient-based-descent-for-alpha-divergence-minimisation/10.1214/20-AOS2035.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "alpha-divergence; Kullback--Leibler divergence; Mirror Descent; variational inference", remark = "Memorial issue for Charles Stein.", } @Article{Horvath:2021:MCP, author = "Lajos Horv{\'a}th and Piotr Kokoszka and Shixuan Wang", title = "Monitoring for a change point in a sequence of distributions", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2271--2291", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2036", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G30; 62L10; 62G10; 62G20", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Monitoring-for-a-change-point-in-a-sequence-of-distributions/10.1214/20-AOS2036.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "change point detection; Empirical quantile function; sequential monitoring; Wasserstein distance", remark = "Memorial issue for Charles Stein.", } @Article{Kulaitis:2021:WRS, author = "Gytis Kulaitis and Axel Munk and Frank Werner", title = "What is resolution? {A} statistical minimax testing perspective on superresolution microscopy", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2292--2312", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2037", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "91B06; 94A12; 60F05", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/What-is-resolution-A-statistical-minimax-testing-perspective-on-superresolution/10.1214/20-AOS2037.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "(super)resolution; Detection boundary; equivalence of experiments; Microscopy; minimax; nanoscopy", remark = "Memorial issue for Charles Stein.", } @Article{Miolane:2021:DLU, author = "L{\'e}o Miolane and Andrea Montanari", title = "The distribution of the {Lasso}: Uniform control over sparse balls and adaptive parameter tuning", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2313--2335", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2038", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 62J07", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/The-distribution-of-the-Lasso--Uniform-control-over-sparse/10.1214/20-AOS2038.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "cross-validation; Lasso; Linear regression; Sparsity", remark = "Memorial issue for Charles Stein.", } @Article{Chan:2021:OCP, author = "Ngai Hang Chan and Wai Leong Ng and Chun Yip Yau and Haihan Yu", title = "Optimal change-point estimation in time series", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2336--2355", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2039", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 60F25", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Optimal-change-point-estimation-in-time-series/10.1214/20-AOS2039.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayes-type estimator; Confidence interval; double-sided random process; piecewise stationary time series; structural break", remark = "Memorial issue for Charles Stein.", } @Article{Mure:2021:PRP, author = "Joseph Mur{\'e}", title = "Propriety of the reference posterior distribution in {Gaussian} process modeling", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2356--2377", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2040", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F15; 62M30; 60G15", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Propriety-of-the-reference-posterior-distribution-in-Gaussian-process-modeling/10.1214/20-AOS2040.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "correlation function; Gaussian process; integrated likelihood; Jeffreys prior; kriging; posterior propriety; reference prior", remark = "Memorial issue for Charles Stein.", } @Article{Yuan:2021:CDD, author = "Yubai Yuan and Annie Qu", title = "Community detection with dependent connectivity", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2378--2428", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2042", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62R07; 62E17", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Community-detection-with-dependent-connectivity/10.1214/20-AOS2042.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bahadur representation; high-order approximation; multiple networks; Stochastic block model; variational EM", remark = "Memorial issue for Charles Stein.", } @Article{Luedtke:2021:CNS, author = "Alex Luedtke and Aur{\'e}lien Bibaut and Mark van der Laan", title = "Correction note: ``{Statistical} inference for the mean outcome under a possibly nonunique optimal treatment rule''", journal = j-ANN-STAT, volume = "49", number = "4", pages = "2429--2430", month = aug, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2031", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62N99", bibdate = "Wed Apr 6 06:43:52 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-4/Correction-note--Statistical-inference-for-the-mean-outcome-under/10.1214/20-AOS2031.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Efficient estimator; nonregular inference; online estimation; optimal treatment; optimal value; Pathwise differentiability; Semiparametric model", remark = "Memorial issue for Charles Stein.", } @Article{Fisher:2021:WVZ, author = "Nicholas I. Fisher and Adrian F. M. Smith", title = "{Willem van Zwet}'s contributions to the profession", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2432--2438", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2053", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "01A70", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Willem-van-Zwets-contributions-to-the-profession/10.1214/21-AOS2053.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bernoulli Society; EURANDOM; Institute of Mathematical Statistics; International Statistical Institute", } @Article{Bickel:2021:WVZ, author = "Peter Bickel and Marta Fiocco and Mathisca de Gunst and Friedrich G{\"o}tze", title = "{Willem van Zwet}'s research", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2439--2447", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2060", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "01A70", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Willem-van-Zwets-research/10.1214/21-AOS2060.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "62-03; Asymptotic approximation; contact process; Resampling; Van Zwet", } @Article{vandeGeer:2021:WVZ, author = "Sara van de Geer and Chris A. J. Klaassen", title = "{Willem van Zwet}, teacher and thesis advisor", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2448--2456", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2069", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "01A70", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Willem-van-Zwet-teacher-and-thesis-advisor/10.1214/21-AOS2069.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "62-03; Obituary; PhD students; research supervision; teaching", } @Article{Berrett:2021:ORI, author = "Thomas B. Berrett and Ioannis Kontoyiannis and Richard J. Samworth", title = "Optimal rates for independence testing via {$U$}-statistic permutation tests", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2457--2490", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2041", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G09; 62G10", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Optimal-rates-for-independence-testing-via-U-statistic-permutation-tests/10.1214/20-AOS2041.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Independence testing; minimax separation rates; permutation tests; Stein's method; U-statistics", } @Article{Jiang:2021:VSC, author = "Sheng Jiang and Surya T. Tokdar", title = "Variable selection consistency of {Gaussian} process regression", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2491--2505", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2043", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62G20; 60G05", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Variable-selection-consistency-of-Gaussian-process-regression/10.1214/20-AOS2043.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive estimation; Bayesian inference; Gaussian process priors; high-dimensional regression; nonparametric variable selection", } @Article{Loffler:2021:OSC, author = "Matthias L{\"o}ffler and Anderson Y. Zhang and Harrison H. Zhou", title = "Optimality of spectral clustering in the {Gaussian} mixture model", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2506--2530", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2044", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H30", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Optimality-of-spectral-clustering-in-the-Gaussian-mixture-model/10.1214/20-AOS2044.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Gaussian mixture model; K-means; spectral clustering; spectral perturbation", } @Article{Chatterjee:2021:AEM, author = "Sabyasachi Chatterjee and Subhajit Goswami", title = "Adaptive estimation of multivariate piecewise polynomials and bounded variation functions by optimal decision trees", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2531--2551", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2045", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Adaptive-estimation-of-multivariate-piecewise-polynomials-and-bounded-variation-functions/10.1214/20-AOS2045.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bounded variation function estimation; Dyadic CART; Optimal decision trees; oracle risk bounds; piecewise polynomial fitting", } @Article{Lalancette:2021:RBE, author = "Micha{\"e}l Lalancette and Sebastian Engelke and Stanislav Volgushev", title = "Rank-based estimation under asymptotic dependence and independence, with applications to spatial extremes", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2552--2576", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2046", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G32; 62F12; 62G20; 62G30", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Rank-based-estimation-under-asymptotic-dependence-and-independence-with-applications/10.1214/20-AOS2046.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Asymptotic independence; inverted max-stable distribution; M-estimation; multivariate extremes; spatial process", } @Article{Koltchinskii:2021:ESF, author = "Vladimir Koltchinskii and Mayya Zhilova", title = "Estimation of smooth functionals in normal models: Bias reduction and asymptotic efficiency", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2577--2610", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/20-AOS2047", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62G20; 62H25; 60B20", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Estimation-of-smooth-functionals-in-normal-models--Bias-reduction/10.1214/20-AOS2047.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bias reduction; bootstrap chain; Concentration; efficiency; random homotopy; smooth functionals", } @Article{Jeon:2021:ARN, author = "Jeong Min Jeon and Byeong U. Park and Ingrid {Van Keilegom}", title = "Additive regression for non-{Euclidean} responses and predictors", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2611--2641", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2048", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62G20", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Additive-regression-for-non-Euclidean-responses-and-predictors/10.1214/21-AOS2048.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Additive models; Compositional data; density-valued data; directional data; functional data; Hilbert spaces; non-Euclidean data; Riemannian manifolds; shape data; smooth backfitting", } @Article{Han:2021:SSG, author = "Qiyang Han", title = "Set structured global empirical risk minimizers are rate optimal in general dimensions", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2642--2671", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2049", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60E15; 62G05", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Set-structured-global-empirical-risk-minimizers-are-rate-optimal-in/10.1214/21-AOS2049.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "classification; Density estimation; empirical process; empirical risk minimization; non-Donsker; Nonparametric regression", } @Article{Einmahl:2021:ETC, author = "John H. J. Einmahl and Johan Segers", title = "Empirical tail copulas for functional data", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2672--2696", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2050", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M99; 62G05; 62G20; 62G30; 62G32; 60F17; 60G70", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Empirical-tail-copulas-for-functional-data/10.1214/21-AOS2050.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Extreme value statistics; functional data; tail copula estimation; tail dependence; tail empirical process; uniform asymptotic normality", } @Article{Lin:2021:ITS, author = "Zhantao Lin and Nancy Flournoy and William F. Rosenberger", title = "Inference for a two-stage enrichment design", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2697--2720", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2051", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62L05; 62K99; 62F12; 62E20; 60F05; 60G52", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Inference-for-a-two-stage-enrichment-design/10.1214/21-AOS2051.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptive designs; Design of experiments; Inference for stochastic processes; Precision medicine; random biomarker; threshold determination", } @Article{Drton:2021:EUK, author = "Mathias Drton and Satoshi Kuriki and Peter Hoff", title = "Existence and uniqueness of the {Kronecker} covariance {MLE}", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2721--2754", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2052", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62R01", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Existence-and-uniqueness-of-the-Kronecker-covariance-MLE/10.1214/21-AOS2052.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Gaussian distribution; Kronecker canonical form; matrix normal model; maximum likelihood estimation; separable covariance", } @Article{Ortelli:2021:PBH, author = "Francesco Ortelli and Sara van de Geer", title = "Prediction bounds for higher order total variation regularized least squares", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2755--2773", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2054", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 62J99", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Prediction-bounds-for-higher-order-total-variation-regularized-least-squares/10.1214/21-AOS2054.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "analysis; compatibility; Lasso; minimax; Moore--Penrose pseudo inverse; Oracle inequality; projection; Total variation regularization", } @Article{Rao:2021:RGW, author = "Suhasini Subba Rao and Junho Yang", title = "Reconciling the {Gaussian} and {Whittle} likelihood with an application to estimation in the frequency domain", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2774--2802", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2055", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62M15; 62F10", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Reconciling-the-Gaussian-and-Whittle-likelihood-with-an-application-to/10.1214/21-AOS2055.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Biorthogonal transforms; discrete Fourier transform; periodogram; quasi-likelihoods; second order stationary time series; Toeplitz inverse", } @Article{Panigrahi:2021:IMP, author = "Snigdha Panigrahi and Jonathan Taylor and Asaf Weinstein", title = "Integrative methods for post-selection inference under convex constraints", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2803--2824", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2057", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F30; 62F10; 62G15", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Integrative-methods-for-post-selection-inference-under-convex-constraints/10.1214/21-AOS2057.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptive data analysis; Bayesian inference; carving; conditional inference; convex constraints; selective inference", } @Article{Cai:2021:CPO, author = "T. Tony Cai and Yichen Wang and Linjun Zhang", title = "The cost of privacy: Optimal rates of convergence for parameter estimation with differential privacy", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2825--2850", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2058", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F30; 62F12; 62J05", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/The-cost-of-privacy--Optimal-rates-of-convergence-for/10.1214/21-AOS2058.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "differential privacy; High-dimensional data; Linear regression; Mean estimation; Minimax optimality", } @Article{Chen:2021:DSI, author = "Song Xi Chen and Liuhua Peng", title = "Distributed statistical inference for massive data", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2851--2869", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2062", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G09; 62G20", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Distributed-statistical-inference-for-massive-data/10.1214/21-AOS2062.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Distributed bootstrap; distributed statistics; massive data; pseudo-distributed bootstrap", } @Article{Pang:2021:CMO, author = "Shanqi Pang and Jing Wang and Dennis K. J. Lin and Min-Qian Liu", title = "Construction of mixed orthogonal arrays with high strength", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2870--2884", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2063", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62K15; 05B15", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Construction-of-mixed-orthogonal-arrays-with-high-strength/10.1214/21-AOS2063.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "High strength orthogonal arrays; Kronecker product; Orthogonal partitions", } @Article{Bongers:2021:FSC, author = "Stephan Bongers and Patrick Forr{\'e} and Jonas Peters and Joris M. Mooij", title = "Foundations of structural causal models with cycles and latent variables", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2885--2915", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2064", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62A09; 68T30; 68T37", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Foundations-of-structural-causal-models-with-cycles-and-latent-variables/10.1214/21-AOS2064.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "causal graph; counterfactuals; cycles; interventions; marginalization; Markov properties; solvability; Structural causal models", } @Article{Catalano:2021:MDW, author = "Marta Catalano and Antonio Lijoi and Igor Pr{\"u}nster", title = "Measuring dependence in the {Wasserstein} distance for {Bayesian} nonparametric models", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2916--2947", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2065", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C10; 60G57; 60G09", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Measuring-dependence-in-the-Wasserstein-distance-for-Bayesian-nonparametric-models/10.1214/21-AOS2065.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayesian nonparametrics; completely random measures; completely random vectors; Compound Poisson; Dependence; Independent increments; L{\'e}vy copula; Wasserstein distance", } @Article{Chen:2021:BCN, author = "Yuxin Chen and Jianqing Fan and Cong Ma and Yuling Yan", title = "Bridging convex and nonconvex optimization in robust {PCA}: Noise, outliers and missing data", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2948--2971", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2066", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F10; 62B10", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Bridging-convex-and-nonconvex-optimization-in-robust-PCA--Noise/10.1214/21-AOS2066.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "$l_\infty$ guarantees; convex relaxation; leave-one-out analysis; Robust principal component analysis", } @Article{Sherlock:2021:EDA, author = "Chris Sherlock and Alexandre H. Thiery and Andrew Golightly", title = "Efficiency of delayed-acceptance random walk {Metropolis} algorithms", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2972--2990", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2068", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "65C05; 65C40; 60F05", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Efficiency-of-delayed-acceptance-random-walk-Metropolis-algorithms/10.1214/21-AOS2068.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "delayed-acceptance; diffusion limit; Markov chain Monte Carlo; pseudo-marginal MCMC; Random-walk metropolis", } @Article{Morikawa:2021:SOE, author = "Kosuke Morikawa and Jae Kwang Kim", title = "Semiparametric optimal estimation with nonignorable nonresponse data", journal = j-ANN-STAT, volume = "49", number = "5", pages = "2991--3014", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2070", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F35; 62G20; 62G10", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Semiparametric-optimal-estimation-with-nonignorable-nonresponse-data/10.1214/21-AOS2070.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Estimating functions; Identification; incomplete data; not missing at random (NMAR); semiparametric efficient estimation", } @Article{Wang:2021:TLP, author = "Chunyan Wang and Robert W. Mee", title = "Two-level parallel flats designs", journal = j-ANN-STAT, volume = "49", number = "5", pages = "3015--3042", month = oct, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2071", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62K15; 62K05", bibdate = "Wed Apr 6 06:43:53 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-5/Two-level-parallel-flats-designs/10.1214/21-AOS2071.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Confounding frequency vector; equivalent design; G-aberration; nonregular fractional factorial design; quaternary code; Sylvester Hadamard matrix; two-factor interaction model", } @Article{Manole:2021:ENC, author = "Tudor Manole and Abbas Khalili", title = "Estimating the number of components in finite mixture models via the {Group--Sort--Fuse} procedure", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3043--3069", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2072", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F10; 62F12; 62H12", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Estimating-the-number-of-components-in-finite-mixture-models-via/10.1214/21-AOS2072.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "finite mixture models; maximum penalized likelihood estimation; strong identifiability; Wasserstein distance", } @Article{Azadkia:2021:SMC, author = "Mona Azadkia and Sourav Chatterjee", title = "A simple measure of conditional dependence", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3070--3102", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2073", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62H20", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/A-simple-measure-of-conditional-dependence/10.1214/21-AOS2073.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Conditional dependence; nonparametric measures of association; Variable selection", } @Article{Gerber:2021:OIM, author = "Mathieu Gerber and Kari Heine", title = "Online inference with multi-modal likelihood functions", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3103--3126", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2076", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "68W27; 62F10; 62F12; 62L12; 90C26", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Online-inference-with-multi-modal-likelihood-functions/10.1214/21-AOS2076.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "multi-modal likelihood functions; Online inference; scalable inference", } @Article{Loh:2021:FDA, author = "Wei-Liem Loh and Saifei Sun and Jun Wen", title = "On fixed-domain asymptotics, parameter estimation and isotropic {Gaussian} random fields with {Mat{\'e}rn} covariance functions", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3127--3152", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2077", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60M30; 60M40", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/On-fixed-domain-asymptotics-parameter-estimation-and-isotropic-Gaussian-random/10.1214/21-AOS2077.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "consistency; convergence rate; deformed lattice; fixed-domain asymptotics; Gaussian random field; irregularly spaced data; Mat{\'e}rn covariance; microergodic parameter; Quadratic Variation; random sampling; smoothness", } @Article{Hamm:2021:ALR, author = "Thomas Hamm and Ingo Steinwart", title = "Adaptive learning rates for support vector machines working on data with low intrinsic dimension", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3153--3180", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2078", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "68T05; 62H30; 68Q32; 62G08", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Adaptive-learning-rates-for-support-vector-machines-working-on-data/10.1214/21-AOS2078.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "classification; curse of dimensionality; learning rates; regression; Support vector machines", } @Article{Jing:2021:CDM, author = "Bing-Yi Jing and Ting Li and Zhongyuan Lyu and Dong Xia", title = "Community detection on mixture multilayer networks via regularized tensor decomposition", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3181--3205", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2079", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H30; 91C20", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Community-detection-on-mixture-multilayer-networks-via-regularized-tensor-decomposition/10.1214/21-AOS2079.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "multilayer network; Network community detection; tensor; Tucker decomposition", } @Article{Hirshberg:2021:AML, author = "David A. Hirshberg and Stefan Wager", title = "Augmented minimax linear estimation", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3206--3227", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2080", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F12", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Augmented-minimax-linear-estimation/10.1214/21-AOS2080.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; Convex optimization; Semiparametric efficiency", } @Article{deChaumaray:2021:WTS, author = "Marie du Roy de Chaumaray and Matthieu Marbac and Valentin Patilea", title = "{Wilks}' theorem for semiparametric regressions with weakly dependent data", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3228--3254", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2081", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62F03; 62G20", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Wilks-theorem-for-semiparametric-regressions-with-weakly-dependent-data/10.1214/21-AOS2081.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "$ \alpha $-mixing; kernel smoothing; nonlinear time series; nuisance function; Parametric inference; pivotal statistic", } @Article{Monard:2021:SGB, author = "Fran{\c{c}}ois Monard and Richard Nickl and Gabriel P. Paternain", title = "Statistical guarantees for {Bayesian} uncertainty quantification in nonlinear inverse problems with {Gaussian} process priors", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3255--3298", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2082", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F15; 65N21", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Statistical-guarantees-for-Bayesian-uncertainty-quantification-in-nonlinear-inverse-problems/10.1214/21-AOS2082.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "X-ray transforms; Schr{\"o}dinger equation; credible sets; Bernstein-von Mises theorems", } @Article{Kpotufe:2021:MSB, author = "Samory Kpotufe and Guillaume Martinet", title = "Marginal singularity and the benefits of labels in covariate-shift", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3299--3323", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2084", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G99; 62D99; 62B10; 68T05; 68Q32", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Marginal-singularity-and-the-benefits-of-labels-in-covariate-shift/10.1214/21-AOS2084.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "covariate shift; domain adaptation; Nonparametric classification; transfer learning", } @Article{Mukherjee:2021:OLD, author = "Debarghya Mukherjee and Moulinath Banerjee and Ya'acov Ritov", title = "Optimal linear discriminators for the discrete choice model in growing dimensions", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3324--3357", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2085", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62P20; 62G05", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Optimal-linear-discriminators-for-the-discrete-choice-model-in-growing/10.1214/21-AOS2085.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "high dimensional statistics; maximum score estimator; Nonstandard asymptotics", } @Article{Girard:2021:ECE, author = "St{\'e}phane Girard and Gilles Stupfler and Antoine Usseglio-Carleve", title = "Extreme conditional expectile estimation in heavy-tailed heteroscedastic regression models", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3358--3382", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2087", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G32; 62G08; 62G20; 62G30", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Extreme-conditional-expectile-estimation-in-heavy-tailed-heteroscedastic-regression-models/10.1214/21-AOS2087.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "expectiles; Extreme value analysis; heavy-tailed distribution; Heteroscedasticity; regression models; residual-based estimators; Single-index model; tail empirical process of residuals", } @Article{Huang:2021:APP, author = "Jianhua Z. Huang and Ya Su", title = "Asymptotic properties of penalized spline estimators in concave extended linear models: Rates of convergence", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3383--3407", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2088", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62G05; 62G07; 62G08", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Asymptotic-properties-of-penalized-spline-estimators-in-concave-extended-linear/10.1214/21-AOS2088.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Basis expansion; multivariate splines; Nonparametric regression; polynomial splines; smoothing splines", } @Article{Jin:2021:OAS, author = "Jiashun Jin and Zheng Tracy Ke and Shengming Luo", title = "Optimal adaptivity of signed-polygon statistics for network testing", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3408--3433", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2089", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H30; 91C20; 62P25", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Optimal-adaptivity-of-signed-polygon-statistics-for-network-testing/10.1214/21-AOS2089.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic normality; DCBM; DCMM; lower bound; matrix scaling; optimal phase diagram; phase transition; SBM; signed quadrilateral; signed triangle; Sinkhorn's theorem; Sparsity", } @Article{She:2021:AGB, author = "Yiyuan She and Zhifeng Wang and Jiuwu Jin", title = "Analysis of generalized {Bregman} surrogate algorithms for nonsmooth nonconvex statistical learning", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3434--3459", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2090", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "90C26; 49J52; 68Q25", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Analysis-of-generalized-Bregman-surrogate-algorithms-for-nonsmooth-nonconvex-statistical/10.1214/21-AOS2090.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bregman divergence; MM algorithms; momentum-based acceleration; nonconvex optimization; nonsmooth optimization; statistical algorithmic analysis", } @Article{Schmidt:2021:ATC, author = "Sara K. Schmidt and Max Wornowizki and Roland Fried and Herold Dehling", title = "An asymptotic test for constancy of the variance under short-range dependence", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3460--3481", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2092", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62M10; 60F05", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/An-asymptotic-test-for-constancy-of-the-variance-under-short/10.1214/21-AOS2092.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "change-point analysis; short-range dependence; tests for heteroscedasticity; U-statistics of triangular arrays", } @Article{Castillo:2021:UQB, author = "Isma{\"e}l Castillo and Veronika Rockov{\'a}", title = "Uncertainty quantification for {Bayesian CART}", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3482--3509", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2093", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62G15", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Uncertainty-quantification-for-Bayesian-CART/10.1214/21-AOS2093.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayesian CART; nonparametric Bernstein-von Mises theorem; posterior concentration; recursive partitioning; regression trees", } @Article{Lin:2021:TVR, author = "Zhenhua Lin and Hans-Georg M{\"u}ller", title = "Total variation regularized {Fr{\'e}chet} regression for metric-space valued data", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3510--3533", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2095", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62R20; 62R30", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Total-variation-regularized-Fr%c3%a9chet-regression-for-metric-space-valued-data/10.1214/21-AOS2095.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Alexandrov space; brain imaging; Fr{\'e}chet mean; Hadamard space; non-Euclidean data; phylogenetic tree; random objects; symmetric positive-definite matrix; Wasserstein metric", } @Article{Schmidt-Hieber:2021:PAB, author = "Johannes Schmidt-Hieber and Laura Fee Schneider and Thomas Staudt and Andrea Krajina and Timo Aspelmeier and Axel Munk", title = "Posterior analysis of $n$ in the binomial", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3534--3558", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2096", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62F15; 62F12; 62P10; 62P35", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Posterior-analysis-of-n-in-the-binomial-np-problem-with/10.1214/21-AOS2096.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayesian estimation; Bernstein-von Mises theorem; beta-binomial likelihood; Binomial distribution; posterior contraction; quantitative cell imaging", } @Article{Castillo:2021:MBS, author = "Isma{\"e}l Castillo and St{\'e}phanie van der Pas", title = "Multiscale {Bayesian} survival analysis", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3559--3582", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2097", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62G15", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Multiscale-Bayesian-survival-analysis/10.1214/21-AOS2097.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Frequentist analysis of Bayesian procedures; nonparametric Bernstein-von Mises theorem; supremum norm contraction rate; Survival analysis", } @Article{Bucher:2021:DGV, author = "Axel B{\"u}cher and Holger Dette and Florian Heinrichs", title = "Are deviations in a gradually varying mean relevant? {A} testing approach based on sup-norm estimators", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3583--3617", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2098", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62G08", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Are-deviations-in-a-gradually-varying-mean-relevant-A-testing/10.1214/21-AOS2098.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Gaussian approximation; gradual changes; Gumbel distribution; local-linear estimator; maximum deviation; Relevant change point analysis", } @Article{Reeve:2021:ATL, author = "Henry W. J. Reeve and Timothy I. Cannings and Richard J. Samworth", title = "Adaptive transfer learning", journal = j-ANN-STAT, volume = "49", number = "6", pages = "3618--3649", month = dec, year = "2021", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2102", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G99; 62C20; 62G20", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-6/Adaptive-transfer-learning/10.1214/21-AOS2102.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "classification; decision trees; minimax; nearest neighbours; nonparametric; transfer learning", } @Article{Han:2022:OSC, author = "Rungang Han and Rebecca Willett and Anru R. Zhang", title = "An optimal statistical and computational framework for generalized tensor estimation", journal = j-ANN-STAT, volume = "50", number = "1", pages = "1--29", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2061", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62H25; 62C20", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/An-optimal-statistical-and-computational-framework-for-generalized-tensor-estimation/10.1214/21-AOS2061.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Generalize tensor estimation; gradient descent; image denoising; low-rank tensor; Minimax optimality; nonconvex optimization", } @Article{Einmahl:2022:SDS, author = "John H. J. Einmahl and Ana Ferreira and Laurens de Haan and Cl{\'a}udia Neves and Chen Zhou", title = "Spatial dependence and space-time trend in extreme events", journal = j-ANN-STAT, volume = "50", number = "1", pages = "30--52", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2067", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G32; 62G30; 62G05; 62G10; 62G20; 60F17; 60G70", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Spatial-dependence-and-spacetime-trend-in-extreme-events/10.1214/21-AOS2067.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Multivariate extreme value statistics; non-identical distributions; sequential tail empirical process; testing", } @Article{Zhang:2022:HPA, author = "Anru R. Zhang and T. Tony Cai and Yihong Wu", title = "Heteroskedastic {PCA}: Algorithm, optimality, and applications", journal = j-ANN-STAT, volume = "50", number = "1", pages = "53--80", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2074", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62H25; 62C20", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Heteroskedastic-PCA-Algorithm-optimality-and-applications/10.1214/21-AOS2074.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Factor analysis model; heteroskedasticity; perturbation bound; Principal Component Analysis; Singular value decomposition", } @Article{Mukherjee:2022:MOS, author = "Gourab Mukherjee and Iain M. Johnstone", title = "On minimax optimality of sparse {Bayes} predictive density estimates", journal = j-ANN-STAT, volume = "50", number = "1", pages = "81--106", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2086", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C12; 62C25; 62F10; 62J07", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/On-minimax-optimality-of-sparse-Bayes-predictive-density-estimates/10.1214/21-AOS2086.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic minimaxity; high dimensional; least favorable prior; predictive density; proper Bayes rule; Sparsity; spike and slab", } @Article{Li:2022:DRF, author = "Bing Li and Jun Song", title = "Dimension reduction for functional data based on weak conditional moments", journal = j-ANN-STAT, volume = "50", number = "1", pages = "107--128", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2091", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62H99; 62B05", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Dimension-reduction-for-functional-data-based-on-weak-conditional-moments/10.1214/21-AOS2091.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Carleman operator; Function-on-function regression; weak average variance estimate; weak conditional moment; weak directional regression; weak inverse regression estimate", } @Article{Chen:2022:PGG, author = "Yen-Chi Chen", title = "Pattern graphs: a graphical approach to nonmonotone missing data", journal = j-ANN-STAT, volume = "50", number = "1", pages = "129--146", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2094", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F30; 62H05; 65D18", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Pattern-graphs-A-graphical-approach-to-nonmonotone-missing-data/10.1214/21-AOS2094.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "inverse probability weighting; missing data; nomonotone missing; nonignorable missingness; pattern graphs; selection models", } @Article{Yuan:2022:TCS, author = "Mingao Yuan and Ruiqi Liu and Yang Feng and Zuofeng Shang", title = "Testing community structure for hypergraphs", journal = j-ANN-STAT, volume = "50", number = "1", pages = "147--169", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2099", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 05C80", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Testing-community-structure-for-hypergraphs/10.1214/21-AOS2099.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "contiguity; Hypergraph; Hypothesis testing; l-cycle; Stochastic block model", } @Article{Celentano:2022:FBH, author = "Michael Celentano and Andrea Montanari", title = "Fundamental barriers to high-dimensional regression with convex penalties", journal = j-ANN-STAT, volume = "50", number = "1", pages = "170--196", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2100", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 62J07; 62F12", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Fundamental-barriers-to-high-dimensional-regression-with-convex-penalties/10.1214/21-AOS2100.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "approximate message passing; computational to statistical gaps; convex; high-dimensional regression; M-estimation; Penalty", } @Article{Fan:2022:AMP, author = "Zhou Fan", title = "{Approximate Message Passing} algorithms for rotationally invariant matrices", journal = j-ANN-STAT, volume = "50", number = "1", pages = "197--224", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2101", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Approximate-Message-Passing-algorithms-for-rotationally-invariant-matrices/10.1214/21-AOS2101.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "AMP; free probability theory; high-dimensional asymptotics; PCA", } @Article{Kim:2022:MOP, author = "Ilmun Kim and Sivaraman Balakrishnan and Larry Wasserman", title = "Minimax optimality of permutation tests", journal = j-ANN-STAT, volume = "50", number = "1", pages = "225--251", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2103", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20; 62G10", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Minimax-optimality-of-permutation-tests/10.1214/21-AOS2103.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Concentration inequalities; Independence testing; Minimax optimality; permutation tests; two-sample testing; U-statistics", } @Article{Spector:2022:PKM, author = "Asher Spector and Lucas Janson", title = "Powerful knockoffs via minimizing reconstructability", journal = j-ANN-STAT, volume = "50", number = "1", pages = "252--276", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2104", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62J12", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Powerful-knockoffs-via-minimizing-reconstructability/10.1214/21-AOS2104.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "false discovery rate (FDR); high-dimensional inference; Knockoffs; model-X; power; Variable selection", } @Article{Kuchibhotla:2022:LSE, author = "Arun K. Kuchibhotla and Rohit K. Patra", title = "On least squares estimation under heteroscedastic and heavy-tailed errors", journal = j-ANN-STAT, volume = "50", number = "1", pages = "277--302", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2105", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E17", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/On-least-squares-estimation-under-heteroscedastic-and-heavy-tailed-errors/10.1214/21-AOS2105.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "63GO8; Dyadic peeling; finite sample tail probability bounds; heavy tails; interpolation inequality; local envelopes; maximal inequality", } @Article{Gassiat:2022:DUN, author = "{\'E}lisabeth Gassiat and Sylvain {Le Corff} and Luc Leh{\'e}ricy", title = "Deconvolution with unknown noise distribution is possible for multivariate signals", journal = j-ANN-STAT, volume = "50", number = "1", pages = "303--323", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2106", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G07; 62G20; 62H12", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Deconvolution-with-unknown-noise-distribution-is-possible-for-multivariate-signals/10.1214/21-AOS2106.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptivity; Deconvolution; Identifiability; Minimax rates; nonparametric estimation", } @Article{Pananjady:2022:IRU, author = "Ashwin Pananjady and Richard J. Samworth", title = "Isotonic regression with unknown permutations: Statistics, computation and adaptation", journal = j-ANN-STAT, volume = "50", number = "1", pages = "324--350", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2107", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Isotonic-regression-with-unknown-permutations-Statistics-computation-and-adaptation/10.1214/21-AOS2107.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive estimation; Permutation-based model; Shape-constrained estimation; statistical-computational gap", } @Article{Vovk:2022:AWM, author = "Vladimir Vovk and Bin Wang and Ruodu Wang", title = "Admissible ways of merging p-values under arbitrary dependence", journal = j-ANN-STAT, volume = "50", number = "1", pages = "351--375", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2109", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62C15; 62F03", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Admissible-ways-of-merging-p-values-under-arbitrary-dependence/10.1214/21-AOS2109.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "admissible decisions; Duality; e-values; global null; multiple hypothesis testing", } @Article{Han:2022:HDA, author = "Qiyang Han and Bodhisattva Sen and Yandi Shen", title = "High-dimensional asymptotics of likelihood ratio tests in the {Gaussian} sequence model under convex constraints", journal = j-ANN-STAT, volume = "50", number = "1", pages = "376--406", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2111", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60F17; 62E17", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/High-dimensional-asymptotics-of-likelihood-ratio-tests-in-the-Gaussian/10.1214/21-AOS2111.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "central limit theorem; isotonic regression; Lasso; Normal approximation; power analysis; projection onto a closed convex set; second-order Poincar{\'e} inequalities; shape constraint", } @Article{Gao:2022:TEC, author = "Chao Gao and Zongming Ma", title = "Testing equivalence of clustering", journal = j-ANN-STAT, volume = "50", number = "1", pages = "407--429", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2113", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20; 62H15; 62H30", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Testing-equivalence-of-clustering/10.1214/21-AOS2113.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "discrete structure inference; High-dimensional statistics; Minimax testing error; phase transition; sparse mixture", } @Article{Lahiry:2022:MNE, author = "Samriddha Lahiry and Michael Nussbaum", title = "Minimax nonparametric estimation of pure quantum states", journal = j-ANN-STAT, volume = "50", number = "1", pages = "430--459", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2115", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G20; 62C20; 81P50", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Minimax-nonparametric-estimation-of-pure-quantum-states/10.1214/21-AOS2115.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive estimation; block Stein method; Hermite-Sobolev class; local asymptotic equivalence; Pinsker's theorem; pure quantum state; quantum Bayes estimation; quantum Gaussian sequence model; trace norm distance; Wigner function", } @Article{Silin:2022:CTN, author = "Igor Silin and Jianqing Fan", title = "Canonical thresholding for nonsparse high-dimensional linear regression", journal = j-ANN-STAT, volume = "50", number = "1", pages = "460--486", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2116", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 62H12; 62H25", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Canonical-thresholding-for-nonsparse-high-dimensional-linear-regression/10.1214/21-AOS2116.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "covariance eigenvalues decay; high-dimensional linear regression; principal component regression; relative errors; thresholding", } @Article{Wong:2022:SLC, author = "Kin Yau Wong and Donglin Zeng and D. Y. Lin", title = "Semiparametric latent-class models for multivariate longitudinal and survival data", journal = j-ANN-STAT, volume = "50", number = "1", pages = "487--510", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2117", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62N02; 62G05; 62H30", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Semiparametric-latent-class-models-for-multivariate-longitudinal-and-survival-data/10.1214/21-AOS2117.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Censored data; joint analysis; Mixture models; nonparametric estimation; sieve estimation", } @Article{Depersin:2022:RSG, author = "Jules Depersin and Guillaume Lecu{\'e}", title = "Robust sub-{Gaussian} estimation of a mean vector in nearly linear time", journal = j-ANN-STAT, volume = "50", number = "1", pages = "511--536", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2118", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F35; 62G08; 62C20; 62G05; 62G20", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Robust-sub-Gaussian-estimation-of-a-mean-vector-in-nearly/10.1214/21-AOS2118.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "algorithms; Empirical processes; heavy-tailed data; robust statistics", } @Article{Beyhum:2022:EPT, author = "Jad Beyhum and Anouar {El Ghouch} and Fran{\c{c}}ois Portier and Ingrid {Van Keilegom}", title = "On an extension of the promotion time cure model", journal = j-ANN-STAT, volume = "50", number = "1", pages = "537--559", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2119", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62N01; 62N02; 62G05; 62G20", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/On-an-extension-of-the-promotion-time-cure-model/10.1214/21-AOS2119.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Cox model; High-dimensional data; misspecification; nonconvex penalties; nonparametric MLE; Semiparametric efficiency; variance estimation", } @Article{Ghosh:2022:BLS, author = "Swarnadip Ghosh and Trevor Hastie and Art B. Owen", title = "Backfitting for large scale crossed random effects regressions", journal = j-ANN-STAT, volume = "50", number = "1", pages = "560--583", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2121", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 65C60", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Backfitting-for-large-scale-crossed-random-effects-regressions/10.1214/21-AOS2121.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "collapsed Gibbs sampler; generalized least squares; mixed effect models", } @Article{Luo:2022:TCP, author = "Yuetian Luo and Anru R. Zhang", title = "Tensor clustering with planted structures: Statistical optimality and computational limits", journal = j-ANN-STAT, volume = "50", number = "1", pages = "584--613", month = feb, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2123", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H15; 62C20", bibdate = "Wed Apr 6 06:43:54 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-1/Tensor-clustering-with-planted-structures--Statistical-optimality-and-computational/10.1214/21-AOS2123.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Average-case complexity; high-order clustering; hypergraphic planted clique; hypergraphic planted dense subgraph; statistical-computational phase transition", } @Article{Bradic:2022:THD, author = "Jelena Bradic and Jianqing Fan and Yinchu Zhu", title = "Testability of high-dimensional linear models with nonsparse structures", journal = j-ANN-STAT, volume = "50", number = "2", pages = "615--639", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/19-AOS1932", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20; 62F03; 62F30; 62J07", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Testability-of-high-dimensional-linear-models-with-nonsparse-structures/10.1214/19-AOS1932.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "confidence intervals; l2-constraint; minimax theory; uniform nontestability", } @Article{Bing:2022:AEM, author = "Xin Bing and Yang Ning and Yaosheng Xu", title = "Adaptive estimation in multivariate response regression with hidden variables", journal = j-ANN-STAT, volume = "50", number = "2", pages = "640--672", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2059", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62J07", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Adaptive-estimation-in-multivariate-response-regression-with-hidden-variables/10.1214/21-AOS2059.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "confounding; hidden variables; high-dimensional models; Multivariate response regression; nonsparse estimation; shrinkage; surrogate variable analysis", } @Article{Gao:2022:RCT, author = "Lan Gao and Qi-Man Shao and Jiasheng Shi", title = "Refined {Cram{\'e}r}-type moderate deviation theorems for general self-normalized sums with applications to dependent random variables and winsorized mean", journal = j-ANN-STAT, volume = "50", number = "2", pages = "673--697", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2122", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E17; 62E20; 62J07", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Refined-Cram%c3%a9r-type-moderate-deviation-theorems-for-general-self-normalized/10.1214/21-AOS2122.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Dependent random variables; high dimensional; Moderate deviation; self-normalized sums; Winsorized mean", } @Article{Cai:2022:DNF, author = "T. Tony Cai and Hongji Wei", title = "Distributed nonparametric function estimation: Optimal rate of convergence and cost of adaptation", journal = j-ANN-STAT, volume = "50", number = "2", pages = "698--725", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2124", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F30; 62B10; 62F12", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Distributed-nonparametric-function-estimation--Optimal-rate-of-convergence-and/10.1214/21-AOS2124.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptation; communication constraints; Distributed learning; Nonparametric regression; Optimal rate of convergence", } @Article{Zhang:2022:EEN, author = "Yuan Zhang and Dong Xia", title = "{Edgeworth} expansions for network moments", journal = j-ANN-STAT, volume = "50", number = "2", pages = "726--753", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2125", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "91D30; 60F05; 62E17", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Edgeworth-expansions-for-network-moments/10.1214/21-AOS2125.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Edgeworth expansion; method of moments; network bootstrap; Network inference; network jackknife; noisy U-statistic", } @Article{Zhao:2022:PCA, author = "Yue Zhao and Ir{\`e}ne Gijbels and Ingrid {Van Keilegom}", title = "Parametric copula adjusted for non- and semiparametric regression", journal = j-ANN-STAT, volume = "50", number = "2", pages = "754--780", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2126", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H05; 62E20; 62G20; 62G30", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Parametric-copula-adjusted-for-non--and-semiparametric-regression/10.1214/21-AOS2126.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Non- and semiparametric regression; normal scores rank correlation estimator; parametric copula; pseudo-likelihood; residual empirical processes", } @Article{Wang:2022:ICP, author = "Runmin Wang and Changbo Zhu and Stanislav Volgushev and Xiaofeng Shao", title = "Inference for change points in high-dimensional data via selfnormalization", journal = j-ANN-STAT, volume = "50", number = "2", pages = "781--806", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2127", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H15; 60K35; 62G10; 62G20", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Inference-for-change-points-in-high-dimensional-data-via-selfnormalization/10.1214/21-AOS2127.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "CUSUM; segmentation; selfnormalization; structural break; time series; U-statistic", } @Article{Cao:2022:OFD, author = "Hongyuan Cao and Jun Chen and Xianyang Zhang", title = "Optimal false discovery rate control for large scale multiple testing with auxiliary information", journal = j-ANN-STAT, volume = "50", number = "2", pages = "807--857", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2128", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G07; 62G10; 62C12", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Optimal-false-discovery-rate-control-for-large-scale-multiple-testing/10.1214/21-AOS2128.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "EM algorithm; False discovery rate; isotonic regression; local false discovery rate; multiple testing; Pool-Adjacent-Violators algorithm", } @Article{Albert:2022:ATI, author = "M{\'e}lisande Albert and B{\'e}atrice Laurent and Amandine Marrel and Anouar Meynaoui", title = "Adaptive test of independence based on {HSIC} measures", journal = j-ANN-STAT, volume = "50", number = "2", pages = "858--879", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2129", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62G09", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Adaptive-test-of-independence-based-on-HSIC-measures/10.1214/21-AOS2129.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "aggregated tests; Hilbert--Schmidt independence criterion; non-asymptotic minimax and adaptive tests; Nonparametric test of independence; permutation methods; uniform separation rates", } @Article{Gamarnik:2022:SHD, author = "David Gamarnik and Ilias Zadik", title = "Sparse high-dimensional linear regression. Estimating squared error and a phase transition", journal = j-ANN-STAT, volume = "50", number = "2", pages = "880--903", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2130", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 62B10; 68Q87", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Sparse-high-dimensional-linear-regression-Estimating-squared-error-and-a/10.1214/21-AOS2130.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "all-or-nothing phenomenon; high-dimensional linear regression; overlap gap property; Second moment method; Sparsity", } @Article{Lee:2022:FSD, author = "Kuang-Yao Lee and Lexin Li", title = "Functional sufficient dimension reduction through average {Fr{\'e}chet} derivatives", journal = j-ANN-STAT, volume = "50", number = "2", pages = "904--929", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2131", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62B05; 62G08; 62G20; 62R10", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Functional-sufficient-dimension-reduction-through-average-Fr%c3%a9chet-derivatives/10.1214/21-AOS2131.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "reproducing kernel Hilbert space; consistency; exhaustiveness; Function-on-function regression; Functional central mean subspace; functional central subspace; unbiasedness", } @Article{Chan:2022:GFT, author = "Kin Wai Chan", title = "General and feasible tests with multiply-imputed datasets", journal = j-ANN-STAT, volume = "50", number = "2", pages = "930--948", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2132", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62D05; 62F03; 62E20", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/General-and-feasible-tests-with-multiply-imputed-datasets/10.1214/21-AOS2132.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Fraction of missing information; Hypothesis testing; jackknife; missing data; stacking", } @Article{Hastie:2022:SHD, author = "Trevor Hastie and Andrea Montanari and Saharon Rosset and Ryan J. Tibshirani", title = "Surprises in high-dimensional ridgeless least squares interpolation", journal = j-ANN-STAT, volume = "50", number = "2", pages = "949--986", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2133", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 62J07; 62J02; 62F12", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Surprises-in-high-dimensional-ridgeless-least-squares-interpolation/10.1214/21-AOS2133.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "interpolation; overparametrization; Random matrix theory; regression; Ridge regression", } @Article{Bhattacharya:2022:MES, author = "Bhaswar B. Bhattacharya and Sayan Das and Sumit Mukherjee", title = "{Motif} estimation via subgraph sampling: The fourth-moment phenomenon", journal = j-ANN-STAT, volume = "50", number = "2", pages = "987--1011", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2134", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G20; 05C30", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Motif-estimation-via-subgraph-sampling-The-fourth-moment-phenomenon/10.1214/21-AOS2134.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic inference; fourth moment phenomenon; Motif counting; network analysis; Random graphs; Stein's method", } @Article{Ghosal:2022:MRQ, author = "Promit Ghosal and Bodhisattva Sen", title = "Multivariate ranks and quantiles using optimal transport: Consistency, rates and nonparametric testing", journal = j-ANN-STAT, volume = "50", number = "2", pages = "1012--1037", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2136", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G30; 62G20; 60F15; 35J96", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Multivariate-ranks-and-quantiles-using-optimal-transport--Consistency-rates/10.1214/21-AOS2136.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Brenier-McCann's theorem; convergence of subdifferentials of convex functions; Glivenko-Cantelli type theorem; Legendre--Fenchel dual; local uniform rate of convergence; semidiscrete optimal transport; testing mutual independence; two-sample goodness-of-fit testing", } @Article{Kirchner:2022:NSC, author = "Kristin Kirchner and David Bolin", title = "Necessary and sufficient conditions for asymptotically optimal linear prediction of random fields on compact metric spaces", journal = j-ANN-STAT, volume = "50", number = "2", pages = "1038--1065", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2138", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M20; 60G12; 60G25; 60G60", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Necessary-and-sufficient-conditions-for-asymptotically-optimal-linear-prediction-of/10.1214/21-AOS2138.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Approximation in Hilbert spaces; kriging; spatial statistics", } @Article{Gao:2022:IAD, author = "Chao Gao and Anderson Y. Zhang", title = "Iterative algorithm for discrete structure recovery", journal = j-ANN-STAT, volume = "50", number = "2", pages = "1066--1094", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2140", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F07", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Iterative-algorithm-for-discrete-structure-recovery/10.1214/21-AOS2140.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "approximate ranking; group synchronization; High-dimensional statistics; k-means clustering; multireference alignment", } @Article{Roquain:2022:FDR, author = "Etienne Roquain and Nicolas Verzelen", title = "False discovery rate control with unknown null distribution: Is it possible to mimic the oracle?", journal = j-ANN-STAT, volume = "50", number = "2", pages = "1095--1123", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2141", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62C20", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/False-discovery-rate-control-with-unknown-null-distribution--Is/10.1214/21-AOS2141.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Benjamini-Hochberg procedure; False discovery rate; minimax; multiple testing; null distribution; phase transition; Sparsity", } @Article{Feng:2022:MST, author = "Long Feng and Tiefeng Jiang and Binghui Liu and Wei Xiong", title = "Max-sum tests for cross-sectional independence of high-dimensional panel data", journal = j-ANN-STAT, volume = "50", number = "2", pages = "1124--1143", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2142", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03; 62H15", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Max-sum-tests-for-cross-sectional-independence-of-high-dimensional/10.1214/21-AOS2142.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Asymptotic independence; asymptotic normality; cross-sectional independence; extreme-value distribution; High-dimensional data; Hypothesis tests; max-sum test; panel data models", } @Article{Bao:2022:SIP, author = "Zhigang Bao and Xiucai Ding and Jingming Wang and Ke Wang", title = "Statistical inference for principal components of spiked covariance matrices", journal = j-ANN-STAT, volume = "50", number = "2", pages = "1144--1169", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2143", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60B20; 62G10; 62H10; 15B52; 62H25", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Statistical-inference-for-principal-components-of-spiked-covariance-matrices/10.1214/21-AOS2143.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptive estimator; eigenvector; principal component; Random matrix; Sample covariance matrix; spiked model", } @Article{Zhao:2022:RDB, author = "Anqi Zhao and Peng Ding", title = "Reconciling design-based and model-based causal inferences for split-plot experiments", journal = j-ANN-STAT, volume = "50", number = "2", pages = "1170--1192", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2144", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62K15; 62J05; 62G05", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Reconciling-design-based-and-model-based-causal-inferences-for-split/10.1214/21-AOS2144.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Cluster randomization; cluster-robust standard error; covariate adjustment; inverse probability weighting; potential outcome; Randomization inference", } @Article{Dalalyan:2022:AOR, author = "Arnak S. Dalalyan and Arshak Minasyan", title = "All-in-one robust estimator of the {Gaussian} mean", journal = j-ANN-STAT, volume = "50", number = "2", pages = "1193--1219", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2145", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62F35", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/All-in-one-robust-estimator-of-the-Gaussian-mean/10.1214/21-AOS2145.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Breakdown point; computational tractability; Gaussian mean; Minimax rate; robust estimation", } @Article{Xia:2022:ILR, author = "Dong Xia and Anru R. Zhang and Yuchen Zhou", title = "Inference for low-rank tensors --- no need to debias", journal = j-ANN-STAT, volume = "50", number = "2", pages = "1220--1245", month = apr, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2146", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H10; 62H25", bibdate = "Sat Jun 4 15:23:12 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Inference-for-low-rank-tensorsno-need-to-debias/10.1214/21-AOS2146.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic distribution; confidence region; statistical inference; Tensor principal component analysis; tensor regression", } @Article{Dette:2022:DAG, author = "Holger Dette and Xin Liu and Rong-Xian Yue", title = "Design admissibility and {de la Garza} phenomenon in multifactor experiments", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1247--1265", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2147", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62K05; 62J05", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Design-admissibility-and-de-la-Garza-phenomenon-in-multifactor-experiments/10.1214/21-AOS2147.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Admissibility; conditional model; dual problem; multifactor experiment; optimal design", } @Article{Zhao:2022:EFM, author = "Anqi Zhao and Youjin Lee and Dylan S. Small and Bikram Karmakar", title = "Evidence factors from multiple, possibly invalid, instrumental variables", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1266--1296", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2148", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62K10", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Evidence-factors-from-multiple-possibly-invalid-instrumental-variables/10.1214/21-AOS2148.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bias in observational studies; Causal inference; exclusion restriction; nonparametric tests; replication; sensitivity analysis", } @Article{Huang:2022:COS, author = "Hsueh-Han Huang and Ngai Hang Chan and Kun Chen and Ching-Kang Ing", title = "Consistent order selection for {ARFIMA} processes", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1297--1319", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2149", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62M20", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Consistent-order-selection-for-ARFIMA-processes/10.1214/21-AOS2149.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "ARFIMA models; Bayesian Information Criterion; conditional heteroscedastic errors; long memory and nonstationary time series; order selection", } @Article{Guo:2022:DDL, author = "Zijian Guo and Domagoj {\'C}evid and Peter B{\"u}hlmann", title = "Doubly debiased lasso: High-dimensional inference under hidden confounding", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1320--1347", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2152", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20; 62F12; 62J07", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Doubly-debiased-lasso-High-dimensional-inference-under-hidden-confounding/10.1214/21-AOS2152.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; dense confounding; linear model; spectral deconfounding; structural equation model", } @Article{Zhong:2022:DLP, author = "Qixian Zhong and Jonas Mueller and Jane-Ling Wang", title = "Deep learning for the partially linear {Cox} model", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1348--1375", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2153", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62N02; 62G20; 62C20; 62G08", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Deep-learning-for-the-partially-linear-Cox-model/10.1214/21-AOS2153.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Censored data; minimax estimation; neural network; partial likelihood; Semiparametric efficiency; Survival analysis", } @Article{Chan:2022:ODB, author = "Kin Wai Chan", title = "Optimal difference-based variance estimators in time series: a general framework", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1376--1400", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2154", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G20", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Optimal-difference-based-variance-estimators-in-time-series--A/10.1214/21-AOS2154.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "change point detection; nonlinear time series; optimal bandwidth selection; trend inference; variate difference method", } @Article{Zhang:2022:RRR, author = "Yunyi Zhang and Dimitris N. Politis", title = "Ridge regression revisited: Debiasing, thresholding and bootstrap", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1401--1422", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2156", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 62F40", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Ridge-regression-revisited-Debiasing-thresholding-and-bootstrap/10.1214/21-AOS2156.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Gaussian approximation; High-dimensional data; Lasso; prediction; regression; Resampling", } @Article{Berthet:2022:CRW, author = "Philippe Berthet and John H. J. Einmahl", title = "Cube root weak convergence of empirical estimators of a density level set", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1423--1446", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2157", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G20; 60F05; 60F17", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Cube-root-weak-convergence-of-empirical-estimators-of-a-density/10.1214/21-AOS2157.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Argmax drifted Wiener process; cube root asymptotics; Density level set; excess mass; local empirical process; minimum volume set; set-valued estimator", } @Article{Donoho:2022:HCC, author = "David L. Donoho and Alon Kipnis", title = "Higher criticism to compare two large frequency tables, with sensitivity to possible rare and weak differences", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1447--1472", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2158", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H17; 62H15; 62G10", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Higher-criticism-to-compare-two-large-frequency-tables-with-sensitivity/10.1214/21-AOS2158.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "higher criticism; sparse mixture; testing multinomials; two-sample test", } @Article{He:2022:NFD, author = "Yuanzhen He and C. Devon Lin and Fasheng Sun", title = "A new and flexible design construction for orthogonal arrays for modern applications", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1473--1489", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2159", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62K15; 62K05", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/A-new-and-flexible-design-construction-for-orthogonal-arrays-for/10.1214/21-AOS2159.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Completely resolvable; computer experiment; difference scheme; Fractional factorial design; nested orthogonal array; sliced orthogonal array", } @Article{Padoan:2022:CBI, author = "Simone A. Padoan and Stefano Rizzelli", title = "Consistency of {Bayesian} inference for multivariate max-stable distributions", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1490--1518", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2160", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62G32; 60G70; 62C10", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Consistency-of-Bayesian-inference-for-multivariate-max-stable-distributions/10.1214/21-AOS2160.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Angular measure; Bernstein polynomials; Extreme-value copula; multivariate max-stable distribution; nonparametric estimation; Pickands dependence function; posterior consistency", } @Article{Niles-Weed:2022:MES, author = "Jonathan Niles-Weed and Quentin Berthet", title = "Minimax estimation of smooth densities in {Wasserstein} distance", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1519--1540", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2161", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F99; 62H99", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Minimax-estimation-of-smooth-densities-in-Wasserstein-distance/10.1214/21-AOS2161.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Density estimation; High-dimensional statistics; Optimal transport; Wasserstein distance", } @Article{Kou:2022:LSI, author = "Jiyao Kou and Guenther Walther", title = "Large-scale inference with block structure", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1541--1572", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2162", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62G32; 62H15", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Large-scale-inference-with-block-structure/10.1214/21-AOS2162.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "block structure; heterogeneous mixture detection; sparse signal detection; structured $\varphi$-divergence; structured Berk-Jones statistic; structured higher criticism; tail bound for higher criticism statistic and Berk-Jones statistic; tail bound for supremum of binomial log likelihood ratio process; tail bound for supremum of standardized Brownian bridge", } @Article{Chen:2022:UCL, author = "Yaqing Chen and Hans-Georg M{\"u}ller", title = "Uniform convergence of local {Fr{\'e}chet} regression with applications to locating extrema and time warping for metric space valued trajectories", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1573--1592", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2163", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G20; 62G08", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Uniform-convergence-of-local-Fr%c3%a9chet-regression-with-applications-to-locating/10.1214/21-AOS2163.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "fMRI; metric space valued random processes; mortality distributions; random objects; rates of convergence; smoothing", } @Article{Bykhovskaya:2022:CLV, author = "Anna Bykhovskaya and Vadim Gorin", title = "Cointegration in large {VARs}", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1593--1617", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2164", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60B20; 62M10; 62P20; 91B84", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Cointegration-in-large-VARs/10.1214/21-AOS2164.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "cointegration; High-dimensional VAR; Jacobi ensemble; Johansen test", } @Article{Chen:2022:PRT, author = "Pinhan Chen and Chao Gao and Anderson Y. Zhang", title = "Partial recovery for top-$k$ ranking: Optimality of {MLE} and {SubOptimality} of the spectral method", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1618--1652", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2166", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F07", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Partial-recovery-for-top-k-ranking--Optimality-of-MLE/10.1214/21-AOS2166.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "exact recovery; MLE; pairwise comparison; partial recovery; Spectral method; Top-k ranking", } @Article{Rodriguez-Casal:2022:DAM, author = "Alberto Rodr{\'\i}guez-Casal and Paula Saavedra-Nieves", title = "A data-adaptive method for estimating density level sets under shape conditions", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1653--1668", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2168", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 60K35; 62G07", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/A-data-adaptive-method-for-estimating-density-level-sets-under/10.1214/21-AOS2168.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Minimax level set estimation; r-convex hull; shape index", } @Article{Liang:2022:PHD, author = "Tengyuan Liang and Pragya Sur", title = "A precise high-dimensional asymptotic theory for boosting and minimum-$ \ell_1$-norma interpolated classifiers", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1669--1695", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2170", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "68Q32; 62H30", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/A-precise-high-dimensional-asymptotic-theory-for-boosting-and-minimum/10.1214/22-AOS2170.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "boosting; high-dimensional asymptotics; margin theory; Minimum-norm interpolation; overparametrization", } @Article{Shao:2022:IRF, author = "Lingxuan Shao and Zhenhua Lin and Fang Yao", title = "Intrinsic {Riemannian} functional data analysis for sparse longitudinal observations", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1696--1721", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2172", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62R10; 62R30", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Intrinsic-Riemannian-functional-data-analysis-for-sparse-longitudinal-observations/10.1214/22-AOS2172.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "diffusion tensor; Fr{\'e}chet mean; intrinsic covariance function; parallel transport; smoothing; vector bundle", } @Article{Cheysson:2022:SEH, author = "Felix Cheysson and Gabriel Lang", title = "Spectral estimation of {Hawkes} processes from count data", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1722--1746", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2173", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60G55; 37A25; 62M15", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Spectral-estimation-of-Hawkes-processes-from-count-data/10.1214/22-AOS2173.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "count data; Hawkes process; spectral estimation; Strong mixing; Whittle method", } @Article{Graczyk:2022:MSS, author = "Piotr Graczyk and Hideyuki Ishi and Bartosz Ko{\l}odziejek and H{\'e}l{\`e}ne Massam", title = "Model selection in the space of {Gaussian} models invariant by symmetry", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1747--1774", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2174", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H99; 62F15; 20C35", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Model-selection-in-the-space-of-Gaussian-models-invariant-by/10.1214/22-AOS2174.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Colored graph; conjugate prior; covariance selection; Invariance; permutation symmetry", } @Article{Chen:2022:OFR, author = "Pinhan Chen and Chao Gao and Anderson Y. Zhang", title = "Optimal full ranking from pairwise comparisons", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1775--1805", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2175", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F07", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Optimal-full-ranking-from-pairwise-comparisons/10.1214/22-AOS2175.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bradley-Terry-Luce model; divide-and-conquer; Full ranking; minimax risk", } @Article{Ekvall:2022:CRN, author = "Karl Oskar Ekvall and Matteo Bottai", title = "Confidence regions near singular information and boundary points with applications to mixed models", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1806--1832", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2177", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F25; 62F05; 62J05", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Confidence-regions-near-singular-information-and-boundary-points-with-applications/10.1214/22-AOS2177.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "boundary points; Confidence regions; mixed models; Singular information", } @Article{Schramm:2022:CBE, author = "Tselil Schramm and Alexander S. Wein", title = "Computational barriers to estimation from low-degree polynomials", journal = j-ANN-STAT, volume = "50", number = "3", pages = "1833--1858", month = jun, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2179", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F15; 68Q17", bibdate = "Wed Mar 22 09:34:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-3/Computational-barriers-to-estimation-from-low-degree-polynomials/10.1214/22-AOS2179.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "computational complexity; Low-degree polynomials; planted dense subgraph; planted submatrix", } @Article{Wei:2022:CFM, author = "Yun Wei and XuanLong Nguyen", title = "Convergence of {de Finetti}'s mixing measure in latent structure models for observed exchangeable sequences", journal = j-ANN-STAT, volume = "50", number = "4", pages = "1859--1889", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2120", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F15; 62G05; 62G20", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Convergence-of-de-Finettis-mixing-measure-in-latent-structure-models/10.1214/21-AOS2120.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Fourier analysis; hierarchical models; inverse bounds; mixture of product distributions; mixtures of grouped observations; mixtures of repeated measurements", } @Article{Wang:2022:DMR, author = "Jingshu Wang and Lin Gui and Weijie J. Su and Chiara Sabatti and Art B. Owen", title = "Detecting multiple replicating signals using adaptive filtering procedures", journal = j-ANN-STAT, volume = "50", number = "4", pages = "1890--1909", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2139", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J15; 62P10", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Detecting-multiple-replicating-signals-using-adaptive-filtering-procedures/10.1214/21-AOS2139.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "composite null; high-throughput experiments; Meta-analysis; Multiple hypotheses testing; simultaneous signals", } @Article{Banerjee:2022:OSD, author = "Debapratim Banerjee and Zongming Ma", title = "Optimal signal detection in some spiked random matrix models: Likelihood ratio tests and linear spectral statistics", journal = j-ANN-STAT, volume = "50", number = "4", pages = "1910--1932", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2150", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C05; 62F05; 60F05", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Optimal-signal-detection-in-some-spiked-random-matrix-models/10.1214/21-AOS2150.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "contiguity; finite rank deformation; Principal Component Analysis; Random graphs; signal detection", } @Article{Shi:2022:UCF, author = "Hongjian Shi and Marc Hallin and Mathias Drton and Fang Han", title = "On universally consistent and fully distribution-free rank tests of vector independence", journal = j-ANN-STAT, volume = "50", number = "4", pages = "1933--1959", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2151", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/On-universally-consistent-and-fully-distribution-free-rank-tests-of/10.1214/21-AOS2151.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "center-outward ranks and signs; H{\'a}jek representation; Independence test; Le Cam's third lemma; multivariate dependence measure; multivariate ranks and signs", } @Article{Austern:2022:LTD, author = "Morgane Austern and Peter Orbanz", title = "Limit theorems for distributions invariant under groups of transformations", journal = j-ANN-STAT, volume = "50", number = "4", pages = "1960--1991", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2165", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 37A30; 62M99; 60F05; 60G09", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Limit-theorems-for-distributions-invariant-under-groups-of-transformations/10.1214/21-AOS2165.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic normality; Berry--Esseen theorems; central limit theorems; ergodicity; exchangeability; pointwise ergodic theorems; Stein's method; symmetry", } @Article{Cai:2022:DAG, author = "T. Tony Cai and Hongji Wei", title = "Distributed adaptive {Gaussian} mean estimation with unknown variance: Interactive protocol helps adaptation", journal = j-ANN-STAT, volume = "50", number = "4", pages = "1992--2020", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2167", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F30; 62B10; 62F12", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Distributed-adaptive-Gaussian-mean-estimation-with-unknown-variance--Interactive/10.1214/21-AOS2167.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive estimation; communication constraints; Distributed learning; Gaussian mean; minimax lower bound; Optimal rate of convergence", } @Article{Goodman:2022:AAS, author = "Jesse Goodman", title = "Asymptotic accuracy of the saddlepoint approximation for maximum likelihood estimation", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2021--2046", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2169", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F12; 41A60; 62F15", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Asymptotic-accuracy-of-the-saddlepoint-approximation-for-maximum-likelihood-estimation/10.1214/22-AOS2169.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Approximation error; maximum likelihood estimation; saddlepoint approximation", } @Article{Oh:2022:GEB, author = "Eun Jeong Oh and Min Qian and Ying Kuen Cheung", title = "Generalization error bounds of dynamic treatment regimes in penalized regression-based learning", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2047--2071", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2171", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H99; 62J07; 62P10", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Generalization-error-bounds-of-dynamic-treatment-regimes-in-penalized-regression/10.1214/22-AOS2171.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "backward induction; Personalized medicine; regression-based learning; treatment decision making; Variable selection", } @Article{Stoltenberg:2022:CSD, author = "Emil A. Stoltenberg and Per A. Mykland and Lan Zhang", title = "A {CLT} for second difference estimators with an application to volatility and intensity", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2072--2095", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2176", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60F05; 60G44; 62M09; 62M10; 60G42; 62G20; 62P20", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/A-CLT-for-second-difference-estimators-with-an-application-to/10.1214/22-AOS2176.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Asynchronous times; central limit theorem; consistency; Convergence rates; counting processes; endogenous observation times; high frequency; intensity; irregular times; microstructure; observed asymptotic variance; overlapping intervals; rolling intervals; sufficiency; two-scales estimation", } @Article{Ndaoud:2022:SOR, author = "Mohamed Ndaoud", title = "Sharp optimal recovery in the two component {Gaussian} mixture model", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2096--2126", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2178", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H30; 62C20; 62F07", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Sharp-optimal-recovery-in-the-two-component-Gaussian-mixture-model/10.1214/22-AOS2178.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Gaussian mixtures; Lloyd's algorithm; sharp recovery", } @Article{Javanmard:2022:PSA, author = "Adel Javanmard and Mahdi Soltanolkotabi", title = "Precise statistical analysis of classification accuracies for adversarial training", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2127--2156", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2180", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F12; 62E20; 62J12", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Precise-statistical-analysis-of-classification-accuracies-for-adversarial-training/10.1214/22-AOS2180.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adversarial training; Binary classification; Precise high-dimensional asymptotics", } @Article{Mourtada:2022:EMR, author = "Jaouad Mourtada", title = "Exact minimax risk for linear least squares, and the lower tail of sample covariance matrices", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2157--2178", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2181", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 60B20; 62C20", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Exact-minimax-risk-for-linear-least-squares-and-the-lower/10.1214/22-AOS2181.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "anticoncentration; Covariance matrices; decision theory; least squares; lower bounds; statistical learning theory", } @Article{Cai:2022:SCA, author = "T. Tony Cai and Hongming Pu", title = "Stochastic continuum-armed bandits with additive models: Minimax regrets and adaptive algorithm", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2179--2204", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2182", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62L12", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Stochastic-continuum-armed-bandits-with-additive-models--Minimax-regrets/10.1214/22-AOS2182.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptivity; Additive model; Bandits; communication constraints; curse of dimensionality; minimax lower bound; Optimal rate of convergence; regret; self-similarity", } @Article{Zhang:2022:AIS, author = "Zhixiang Zhang and Shurong Zheng and Guangming Pan and Ping-Shou Zhong", title = "Asymptotic independence of spiked eigenvalues and linear spectral statistics for large sample covariance matrices", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2205--2230", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2183", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20; 62H15", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Asymptotic-independence-of-spiked-eigenvalues-and-linear-spectral-statistics-for/10.1214/22-AOS2183.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "central limit theorem; Leading spiked eigenvalues; Linear spectral statistics; Sample covariance matrix", } @Article{Mao:2022:LMP, author = "Cheng Mao and Yihong Wu", title = "Learning mixtures of permutations: Groups of pairwise comparisons and combinatorial method of moments", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2231--2255", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2185", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F07; 62H30; 68P10", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Learning-mixtures-of-permutations--Groups-of-pairwise-comparisons-and/10.1214/22-AOS2185.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "group of pairwise comparisons; Mallows model; method of moments; Mixture of permutations; rank aggregation", } @Article{Zhu:2022:GRR, author = "Banghua Zhu and Jiantao Jiao and Jacob Steinhardt", title = "Generalized resilience and robust statistics", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2256--2283", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2186", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F35; 62G35", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Generalized-resilience-and-robust-statistics/10.1214/22-AOS2186.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "minimum distance functional; robust statistics; total variation distance perturbation; Wasserstein distance perturbation", } @Article{Feng:2022:NME, author = "Huijie Feng and Yang Ning and Jiwei Zhao", title = "Nonregular and minimax estimation of individualized thresholds in high dimension with binary responses", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2284--2305", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2188", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Nonregular-and-minimax-estimation-of-individualized-thresholds-in-high-dimension/10.1214/22-AOS2188.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "62Fxx; Adaptivity; High-dimensional statistics; kernel method; Minimax optimality; non-convex optimization; Nonstandard asymptotics", } @Article{Chinot:2022:RMN, author = "Geoffrey Chinot and Matthias L{\"o}ffler and Sara van de Geer", title = "On the robustness of minimum norm interpolators and regularized empirical risk minimizers", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2306--2333", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2190", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 65F45", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/On-the-robustness-of-minimum-norm-interpolators-and-regularized-empirical/10.1214/22-AOS2190.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "basis pursuit; interpolation; minimum norm interpolation; regularization; sparse linear regression; Trace regression", } @Article{Li:2022:RGA, author = "Shuangning Li and Stefan Wager", title = "Random graph asymptotics for treatment effect estimation under network interference", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2334--2358", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2191", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Random-graph-asymptotics-for-treatment-effect-estimation-under-network-interference/10.1214/22-AOS2191.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; direct and indirect effects; graphon; potential outcome", } @Article{Abbe:2022:TPS, author = "Emmanuel Abbe and Jianqing Fan and Kaizheng Wang", title = "An $ \ell_p $ theory of {PCA} and spectral clustering", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2359--2385", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2196", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H25; 62H30; 60B20", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/An-%e2%84%93p-theory-of-PCA-and-spectral-clustering/10.1214/22-AOS2196.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Community detection; contextual network models; eigenvector perturbation; Mixture models; Phase transitions; Principal Component Analysis; spectral clustering", } @Article{Koltchinskii:2022:ESF, author = "Vladimir Koltchinskii", title = "Estimation of smooth functionals in high-dimensional models: Bootstrap chains and {Gaussian} approximation", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2386--2415", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2197", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62G20; 62H25; 60B20", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Estimation-of-smooth-functionals-in-high-dimensional-models--Bootstrap/10.1214/22-AOS2197.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bootstrap chain; Concentration inequalities; efficiency; Normal approximation; smooth functionals", } @Article{Chzhen:2022:MFQ, author = "Evgenii Chzhen and Nicolas Schreuder", title = "A minimax framework for quantifying risk-fairness trade-off in regression", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2416--2442", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2198", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62A99; 62J05; 62G08; 62G30; 62C20", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/A-minimax-framework-for-quantifying-risk-fairness-trade-off-in/10.1214/22-AOS2198.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Algorithmic fairness; demographic parity; least-squares; minimax analysis; Optimal transport; Pareto optimality; regressions; risk-fairness trade-off; Statistical learning; Wasserstein barycenter", } @Article{Dobriban:2022:CIB, author = "Edgar Dobriban", title = "Consistency of invariance-based randomization tests", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2443--2466", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2200", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62G09; 62H15", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Consistency-of-invariance-based-randomization-tests/10.1214/22-AOS2200.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "nonparametric group invariance; Permutation test; Randomization test; sparse detection", } @Article{Koskela:2022:EAG, author = "Jere Koskela and Paul A. Jenkins and Adam M. Johansen and Dario Span{\`o}", title = "Erratum: {Asymptotic} genealogies of interacting particle systems with an application to sequential {Monte Carlo}", journal = j-ANN-STAT, volume = "50", number = "4", pages = "2467--2468", month = aug, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2135", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60E15; 60G99; 62E20", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", note = "See \cite{Koskela:2020:AGI}.", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-4/Erratum--Asymptotic-genealogies-of-interacting-particle-systems-with-an/10.1214/21-AOS2135.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Coalescent; finite-dimensional distributions; genealogy; Interacting particle system; sequential Monte Carlo", } @Article{Rytgaard:2022:CTT, author = "Helene C. Rytgaard and Thomas A. Gerds and Mark J. van der Laan", title = "Continuous-time targeted minimum loss-based estimation of intervention-specific mean outcomes", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2469--2491", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2114", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Continuous-time-targeted-minimum-loss-based-estimation-of-intervention-specific/10.1214/21-AOS2114.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; continuous-time interventions; efficient estimation; Semiparametric model; Targeted minimum loss-based estimation (TMLE); time-varying confounding", } @Article{Lopes:2022:CLT, author = "Miles E. Lopes", title = "Central limit theorem and bootstrap approximation in high dimensions: Near", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2492--2513", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2184", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60F05; 62E17", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Central-limit-theorem-and-bootstrap-approximation-in-high-dimensions/10.1214/22-AOS2184.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Berry--Esseen theorem; bootstrap; central limit theorem; high dimensions", } @Article{Barber:2022:TGF, author = "Rina Foygel Barber and Lucas Janson", title = "Testing goodness-of-fit and conditional independence with approximate co-sufficient sampling", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2514--2544", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2187", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03; 62B05", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Testing-goodness-of-fit-and-conditional-independence-with-approximate-co/10.1214/22-AOS2187.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "approximate sufficiency; co-sufficiency; conditional independence testing; conditional randomization test; Goodness-of-fit test; high-dimensional inference; model-X", } @Article{Zhilova:2022:NET, author = "Mayya Zhilova", title = "New {Edgeworth}-type expansions with finite sample guarantees", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2545--2561", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2192", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E17; 62F40; 62F25", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/New-Edgeworth-type-expansions-with-finite-sample-guarantees/10.1214/22-AOS2192.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "anticoncentration inequality; bootstrap; bootstrap score test; chi-square approximation; dependence on dimension; Edgeworth series; elliptic confidence sets; finite sample inference; higher-order accuracy; linear contrasts; model misspecification; Multivariate Berry--Esseen inequality", } @Article{Chernozhuokov:2022:ICL, author = "Victor Chernozhuokov and Denis Chetverikov and Kengo Kato and Yuta Koike", title = "Improved central limit theorem and bootstrap approximations in high dimensions", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2562--2586", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2193", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60F05; 62E17", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Improved-central-limit-theorem-and-bootstrap-approximations-in-high-dimensions/10.1214/22-AOS2193.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bootstrap; central limit theorem; iterative randomized Lindeberg method; Stein kernel", } @Article{Yadlowsky:2022:BCA, author = "Steve Yadlowsky and Hongseok Namkoong and Sanjay Basu and John Duchi and Lu Tian", title = "Bounds on the conditional and average treatment effect with unobserved confounding factors", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2587--2615", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2195", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62H15; 62F03; 62F30", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Bounds-on-the-conditional-and-average-treatment-effect-with-unobserved/10.1214/22-AOS2195.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal estimation; omitted variable; semiparametric inference; sensitivity analysis", } @Article{Durre:2022:AEI, author = "Alexander D{\"u}rre and Davy Paindaveine", title = "Affine-equivariant inference for multivariate location under", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2616--2640", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2199", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G20; 62H15; 60D05", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Affine-equivariant-inference-for-multivariate-location-under-Lp-loss-functions/10.1214/22-AOS2199.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Affine equivariance/affine invariance; contiguous alternatives; Lp loss functions; multivariate location functionals; Oja median; Random simplices; spatial median", } @Article{Argiento:2022:IFB, author = "Raffaele Argiento and Maria {De Iorio}", title = "Is infinity that far? {A} {Bayesian} nonparametric perspective of finite mixture models", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2641--2663", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2201", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F15; 60G57; 62G07; 92C20", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Is-infinity-that-far-A-Bayesian-nonparametric-perspective-of-finite/10.1214/22-AOS2201.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayesian clustering; Bayesian mixture models; Dirichlet process; Markov chain Monte Carlo methods; mixture of finite mixtures", } @Article{Chen:2022:GIC, author = "Shuxiao Chen and Sifan Liu and Zongming Ma", title = "Global and individualized community detection in inhomogeneous multilayer networks", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2664--2693", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2202", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H30; 91D30; 62C20; 90B15", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Global-and-individualized-community-detection-in-inhomogeneous-multilayer-networks/10.1214/22-AOS2202.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Integrative data analysis; Minimax rate; R{\'e}nyi divergence; spectral clustering; Stochastic block model", } @Article{Sourisseau:2022:AAS, author = "Matt Sourisseau and Hau-Tieng Wu and Zhou Zhou", title = "Asymptotic analysis of synchrosqueezing transform-toward statistical inference with nonlinear-type time-frequency analysis", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2694--2712", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2203", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60K35", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Asymptotic-analysis-of-synchrosqueezing-transformtoward-statistical-inference-with-nonlinear-type/10.1214/22-AOS2203.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "complex Gaussian random vector; CR calculation; kernel regression; Synchrosqueezing transform; time series analysis", } @Article{Sriperumbudur:2022:AKP, author = "Bharath K. Sriperumbudur and Nicholas Sterge", title = "Approximate kernel {PCA}: Computational versus statistical trade-off", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2713--2736", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2204", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H25; 62G05", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Approximate-kernel-PCA-Computational-versus-statistical-trade-off/10.1214/22-AOS2204.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bernstein's inequality; Covariance operator; Hilbert space; kernel PCA; Principal Component Analysis; random feature approximation; reproducing kernel", } @Article{Fathi:2022:RGA, author = "Max Fathi and Larry Goldstein and Gesine Reinert and Adrien Saumard", title = "Relaxing the {Gaussian} assumption in shrinkage and {SURE} in high dimension", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2737--2766", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2208", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F12; 62F35", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Relaxing-the-Gaussian-assumption-in-shrinkage-and-SURE-in-high/10.1214/22-AOS2208.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "shrinkage estimation; Stein kernel; unbiased risk estimation; zero bias", } @Article{Efromovich:2022:NBD, author = "Sam Efromovich", title = "Nonparametric bivariate density estimation for censored lifetimes", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2767--2792", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2209", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62J05; 62F35", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Nonparametric-bivariate-density-estimation-for-censored-lifetimes/10.1214/22-AOS2209.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptation; MISE; sharp minimax; Survival analysis", } @Article{Huang:2022:LBC, author = "Yijian Huang and Martin G. Sanda", title = "Linear biomarker combination for constrained classification", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2793--2815", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2210", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H30; 62E20; 90C59", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Linear-biomarker-combination-for-constrained-classification/10.1214/22-AOS2210.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bahadur representation; cube root asymptotics; diagnostic test; Sensitivity; specificity", } @Article{Montanari:2022:IPT, author = "Andrea Montanari and Yiqiao Zhong", title = "The interpolation phase transition in neural networks: Memorization and generalization under lazy training", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2816--2847", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2211", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J07; 62J05", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/The-interpolation-phase-transition-in-neural-networks--Memorization-and/10.1214/22-AOS2211.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "kernel ridge regression; memorization; neural tangent kernel; overfitting; overparametrization", } @Article{Zhang:2022:SSG, author = "Tianyu Zhang and Noah Simon", title = "A sieve stochastic gradient descent estimator for online nonparametric regression in {Sobolev} ellipsoids", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2848--2871", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2212", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/A-sieve-stochastic-gradient-descent-estimator-for-online-nonparametric-regression/10.1214/22-AOS2212.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Nonparametric regression; online learning; Stochastic gradient descent", } @Article{Giordano:2022:NBI, author = "Matteo Giordano and Kolyan Ray", title = "Nonparametric {Bayesian} inference for reversible multidimensional diffusions", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2872--2898", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2213", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62F15; 60J60", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Nonparametric-Bayesian-inference-for-reversible-multidimensional-diffusions/10.1214/22-AOS2213.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayesian nonparametrics; Gaussian processes; Laplace prior; multidimensional diffusions; reversibility", } @Article{He:2022:SEI, author = "Xuming He and Xiaoou Pan and Kean Ming Tan and Wen-Xin Zhou", title = "Scalable estimation and inference for censored quantile regression process", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2899--2924", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2214", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 62J07; 62F40", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Scalable-estimation-and-inference-for-censored-quantile-regression-process/10.1214/22-AOS2214.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "censored quantile regression; high-dimensional survival data; nonasymptotic theory; smoothing; weighted bootstrap", } @Article{Chen:2022:SOA, author = "Guanzhou Chen and Boxin Tang", title = "A study of orthogonal array-based designs under a broad class of space-filling criteria", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2925--2949", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2215", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62K99; 62K15", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/A-study-of-orthogonal-array-based-designs-under-a-broad/10.1214/22-AOS2215.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "computer experiment; digital net; mappable nearly orthogonal array; strong orthogonal array; supersaturated design", } @Article{Gao:2022:TST, author = "Fengnan Gao and Tengyao Wang", title = "Two-sample testing of high-dimensional linear regression coefficients via complementary sketching", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2950--2972", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2216", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H15; 62J05", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Two-sample-testing-of-high-dimensional-linear-regression-coefficients-via/10.1214/22-AOS2216.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "High-dimensional data; linear model; minimax detection; Sparsity; Two-sample hypotheses testing", } @Article{Jeon:2022:NRL, author = "Jeong Min Jeon and Byeong U. Park and Ingrid {Van Keilegom}", title = "Nonparametric regression on {Lie} groups with measurement errors", journal = j-ANN-STAT, volume = "50", number = "5", pages = "2973--3008", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2218", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62G20", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Nonparametric-regression-on-Lie-groups-with-measurement-errors/10.1214/22-AOS2218.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Deconvolution; errors-in-variables; Lie groups; manifold-valued data; Measurement errors", } @Article{Lauritzen:2022:LAG, author = "Steffen Lauritzen and Piotr Zwiernik", title = "Locally associated graphical models and mixed convex exponential families", journal = j-ANN-STAT, volume = "50", number = "5", pages = "3009--3038", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2219", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H05; 62H12; 62H22", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Locally-associated-graphical-models-and-mixed-convex-exponential-families/10.1214/22-AOS2219.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "association; Convex optimization; dual likelihood; exponential families; Gaussian distribution; graphical lasso; Kullback--Leibler divergence; mixed parametrization; positive correlations; structure learning", } @Article{Velasco:2022:ETS, author = "Carlos Velasco", title = "Estimation of time series models using residuals dependence measures", journal = j-ANN-STAT, volume = "50", number = "5", pages = "3039--3063", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2220", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62M15", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Estimation-of-time-series-models-using-residuals-dependence-measures/10.1214/22-AOS2220.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Characteristic function; generalized method of moments; generalized spectral density; martingale difference; noncausal processes; noninvertible processes", } @Article{Leung:2022:ROC, author = "Michael P. Leung", title = "Rate-optimal cluster-randomized designs for spatial interference", journal = j-ANN-STAT, volume = "50", number = "5", pages = "3064--3087", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2224", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62K05; 62M30", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Rate-optimal-cluster-randomized-designs-for-spatial-interference/10.1214/22-AOS2224.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; Experimental design; interference; spatial dependence", } @Article{Zhang:2022:CNS, author = "Yi Zhang and Xiaofeng Shao and Weibiao Wu", title = "Correction note: {Asymptotic spectral theory for nonlinear time series}", journal = j-ANN-STAT, volume = "50", number = "5", pages = "3088--3089", month = oct, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2206", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M15; 62M10; 62G05", bibdate = "Wed Mar 22 09:34:03 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2000.bib; https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", note = "See \cite{Shao:2007:AST}.", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-5/Correction-note-Asymptotic-spectral-theory-for-nonlinear-time-series/10.1214/22-AOS2206.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "periodogram; spectral analysis", } @Article{Fithian:2022:CCF, author = "William Fithian and Lihua Lei", title = "Conditional calibration for false discovery rate control under dependence", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3091--3118", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2137", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03; 62G10", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Conditional-calibration-for-false-discovery-rate-control-under-dependence/10.1214/21-AOS2137.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Benjamini-Hochberg procedure; dependent test statistics; False discovery rate; multiple testing", } @Article{Hanneke:2022:NFL, author = "Steve Hanneke and Samory Kpotufe", title = "A no-free-lunch theorem for multitask learning", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3119--3143", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2189", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "68Q32; 62H30; 68T05; 68T10", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/A-no-free-lunch-theorem-for-multitask-learning/10.1214/22-AOS2189.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "classification; multitask learning; statistical learning theory; transfer learning", } @Article{Aswani:2022:OHF, author = "Anil Aswani and Matt Olfat", title = "Optimization hierarchy for fair statistical decision problems", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3144--3173", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2217", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C12; 62F12; 49J53; 60D05", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Optimization-hierarchy-for-fair-statistical-decision-problems/10.1214/22-AOS2217.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "fairness; independence; optimization; Statistical learning", } @Article{Barber:2022:HTC, author = "Rina Foygel Barber and Mathias Drton and Nils Sturma and Luca Weihs", title = "Half-trek criterion for identifiability of latent variable models", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3174--3196", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2221", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H22; 62J05; 62R01", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Half-trek-criterion-for-identifiability-of-latent-variable-models/10.1214/22-AOS2221.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Covariance matrix; factor analysis; Graphical model; hidden variables; latent variables; parameter identification; structural equation model", } @Article{Chopin:2022:RSP, author = "Nicolas Chopin and Sumeetpal S. Singh and Tom{\'a}s Soto and Matti Vihola", title = "On resampling schemes for particle filters with weakly informative observations", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3197--3222", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2222", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "65C35; 65C05; 65C60; 60J25", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/On-resampling-schemes-for-particle-filters-with-weakly-informative-observations/10.1214/22-AOS2222.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Feynman--Kac model; Hidden Markov model; particle filter; path integral; Resampling", } @Article{Yang:2022:TTU, author = "Wenhao Yang and Liangyu Zhang and Zhihua Zhang", title = "Toward theoretical understandings of robust {Markov} decision processes: Sample complexity and asymptotics", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3223--3248", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2225", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C05; 62F12; 68Q32", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Toward-theoretical-understandings-of-robust-Markov-decision-processes--Sample/10.1214/22-AOS2225.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "distributional robustness; f-divergence set; Model-based reinforcement learning; robust MDPs", } @Article{Heiny:2022:LDE, author = "Johannes Heiny and Jianfeng Yao", title = "Limiting distributions for eigenvalues of sample correlation matrices from heavy-tailed populations", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3249--3280", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2226", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60B20; 60F05; 60G10; 60G57; 60G70", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Limiting-distributions-for-eigenvalues-of-sample-correlation-matrices-from-heavy/10.1214/22-AOS2226.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "infinite variance; Limiting spectral distribution; Marcenko-Pastur law; method of moments; sample correlation matrix; stable distribution", } @Article{Waghmare:2022:CCK, author = "Kartik G. Waghmare and Victor M. Panaretos", title = "The completion of covariance kernels", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3281--3306", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2228", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M20; 62H22; 62G05; 47A57; 15A83; 45Q05", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/The-completion-of-covariance-kernels/10.1214/22-AOS2228.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "fragments; Functional data analysis; Graphical model; Identifiability; inverse problem; Positive-definite continuation", } @Article{Bing:2022:LES, author = "Xin Bing and Florentina Bunea and Seth Strimas-Mackey and Marten Wegkamp", title = "Likelihood estimation of sparse topic distributions in topic models and its applications to {Wasserstein} document distance calculations", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3307--3333", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2229", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62H30; 62F10", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Likelihood-estimation-of-sparse-topic-distributions-in-topic-models-and/10.1214/22-AOS2229.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive estimation; anchor words; high-dimensional estimation; maximum likelihood estimation; minimax estimation; mixture model; multinomial distribution; nonnegative matrix factorization; Sparse estimation; topic models", } @Article{Li:2022:BFD, author = "Cheng Li", title = "{Bayesian} fixed-domain asymptotics for covariance parameters in a {Gaussian} process model", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3334--3363", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2230", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F15; 62H11; 62E20", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Bayesian-fixed-domain-asymptotics-for-covariance-parameters-in-a-Gaussian/10.1214/22-AOS2230.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic efficiency in posterior prediction; fixed-domain asymptotics; limiting posterior distribution; Mat{\'e}rn covariance function", } @Article{Liao:2022:BPL, author = "Peng Liao and Zhengling Qi and Runzhe Wan and Predrag Klasnja and Susan A. Murphy", title = "Batch policy learning in average reward {Markov} decision processes", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3364--3387", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2231", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Batch-policy-learning-in-average-reward-Markov-decision-processes/10.1214/22-AOS2231.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Average reward; doubly robust estimator; Markov decision process; policy optimization", } @Article{Kim:2022:LPT, author = "Ilmun Kim and Matey Neykov and Sivaraman Balakrishnan and Larry Wasserman", title = "Local permutation tests for conditional independence", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3388--3414", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2233", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62C20; 62H20; 62G09", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Local-permutation-tests-for-conditional-independence/10.1214/22-AOS2233.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Conditional independence; Minimax optimality; Permutation test", } @Article{Chi:2022:APH, author = "Chien-Ming Chi and Patrick Vossler and Yingying Fan and Jinchi Lv", title = "Asymptotic properties of high-dimensional random forests", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3415--3438", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2234", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62G05; 62H12; 62G20", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Asymptotic-properties-of-high-dimensional-random-forests/10.1214/22-AOS2234.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "consistency; high dimensionality; nonparametric learning; random forests; rate of convergence; Sparsity", } @Article{Wang:2022:RDC, author = "Yuhao Wang and Xinran Li", title = "Rerandomization with diminishing covariate imbalance and diverging number of covariates", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3439--3465", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2235", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62K99; 62K05", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Rerandomization-with-diminishing-covariate-imbalance-and-diverging-number-of-covariates/10.1214/22-AOS2235.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Berry--Esseen bound; Causal inference; High-dimensional covariates; Mahalanobis distance; optimal rerandomization", } @Article{Chronopoulos:2022:CBP, author = "Ilias Chronopoulos and Liudas Giraitis and George Kapetanios", title = "Choosing between persistent and stationary volatility", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3466--3483", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2236", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62G08; 62G05; 62F05", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Choosing-between-persistent-and-stationary-volatility/10.1214/22-AOS2236.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "ARCH effect; nonparametric estimation; Persistence; time-varying coefficient models; Volatility", } @Article{Aeckerle-Willems:2022:SNA, author = "Cathrine Aeckerle-Willems and Claudia Strauch", title = "Sup-norm adaptive drift estimation for multivariate nonreversible diffusions", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3484--3509", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2237", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M05; 62G20; 60F05; 60J60", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Sup-norm-adaptive-drift-estimation-for-multivariate-nonreversible-diffusions/10.1214/22-AOS2237.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive estimation; Minimax optimality; Multivariate ergodic diffusion", } @Article{Charkaborty:2022:TRC, author = "Anirvan Charkaborty and Victor M. Panaretos", title = "Testing for the rank of a covariance operator", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3510--3537", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2238", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62M40; 15A99", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Testing-for-the-rank-of-a-covariance-operator/10.1214/22-AOS2238.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bootstrap; Functional data analysis; functional PCA; Karhunen-Lo{\`e}ve expansion; Matrix completion; measurement error; scree-plot", } @Article{Dirksen:2022:CEU, author = "Sjoerd Dirksen and Johannes Maly and Holger Rauhut", title = "Covariance estimation under one-bit quantization", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3538--3562", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2239", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62F12", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Covariance-estimation-under-one-bit-quantization/10.1214/22-AOS2239.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Covariance estimation; quantization", } @Article{Goto:2022:ICS, author = "Yuichi Goto and Tobias Kley and Ria {Van Hecke} and Stanislav Volgushev and Holger Dette and Marc Hallin", title = "The integrated copula spectrum", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3563--3591", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2240", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M15; 62G30; 62G10", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/The-integrated-copula-spectrum/10.1214/22-AOS2240.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "copula; Frequency domain; ranks; time reversibility; time series", } @Article{Andrieu:2022:CMC, author = "Christophe Andrieu and Anthony Lee and Sam Power and Andi Q. Wang", title = "Comparison of {Markov} chains via weak {Poincar{\'e}} inequalities with application to pseudo-marginal {MCMC}", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3592--3618", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2241", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "65C40; 65C05; 62J10", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/Comparison-of-Markov-chains-via-weak-Poincar%c3%a9-inequalities-with-application/10.1214/22-AOS2241.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Markov chain Monte Carlo; pseudo-marginal; subgeometric convergence; Weak Poincar{\'e} inequality", } @Article{Zhang:2022:OBR, author = "Qihao Zhang and Soumendra N. Lahiri and Daniel J. Nordman", title = "On optimal block resampling for {Gaussian}-subordinated long-range dependent processes", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3619--3646", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2242", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G09; 62G20; 62M10", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/On-optimal-block-resampling-for-Gaussian-subordinated-long-range-dependent/10.1214/22-AOS2242.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "block bootstrap; Block length; long-memory; subsampling; variance estimation", } @Article{McCormack:2022:SEF, author = "Andrew McCormack and Peter Hoff", title = "The {Stein} effect for {Fr{\'e}chet} means", journal = j-ANN-STAT, volume = "50", number = "6", pages = "3647--3676", month = dec, year = "2022", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2245", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62R20; 62C15", bibdate = "Wed Mar 22 09:34:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-6/The-Stein-effect-for-Fr%c3%a9chet-means/10.1214/22-AOS2245.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Admissibility; Empirical Bayes; Hadamard space; nonparametric; shrinkage", } @Article{Anonymous:2023:TCa, author = "Anonymous", title = "Table of Contents", journal = j-ANN-STAT, volume = "51", number = "1", pages = "??--??", month = feb, year = "2023", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/Table-of-Contents/aos511c1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Anonymous:2023:EBa, author = "Anonymous", title = "Editorial Board", journal = j-ANN-STAT, volume = "51", number = "1", pages = "??--??", month = feb, year = "2023", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/Editorial-Board/aos511p1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Hazimeh:2023:GVS, author = "Hussein Hazimeh and Rahul Mazumder and Peter Radchenko", title = "Grouped variable selection with discrete optimization: Computational and statistical perspectives", journal = j-ANN-STAT, volume = "51", number = "1", pages = "1--32", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/21-AOS2155", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 90C11; 90C06", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/Grouped-variable-selection-with-discrete-optimization--Computational-and-statistical/10.1214/21-AOS2155.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "62Jxx; branch and bound algorithms; group variable selection; l0 regularization; mixed integer programming; nonparametric additive models; Sparsity", } @Article{Bu:2023:CST, author = "Zhiqi Bu and Jason M. Klusowski and Cynthia Rush and Weijie J. Su", title = "Characterizing the {SLOPE} trade-off: A variational perspective and the {Donoho--Tanner} limit", journal = j-ANN-STAT, volume = "51", number = "1", pages = "33--61", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2194", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03; 62E20; 62J05; 62J07", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/Characterizing-the-SLOPE-trade-off--A-variational-perspective-and/10.1214/22-AOS2194.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "approximate message passing; False discovery rate; phase transition; slope; sorted l1 regularization; true positive rate", } @Article{Doss:2023:OEH, author = "Natalie Doss and Yihong Wu and Pengkun Yang and Harrison H. Zhou", title = "Optimal estimation of high-dimensional {Gaussian} location mixtures", journal = j-ANN-STAT, volume = "51", number = "1", pages = "62--95", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2207", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G07; 62C20", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/Optimal-estimation-of-high-dimensional-Gaussian-location-mixtures/10.1214/22-AOS2207.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Finite mixture model; Gaussian mixture; high-dimensional density estimation; low-rank tensor; method of moments; Metric entropy; Minimax optimality", } @Article{Belloni:2023:HDL, author = "Alexandre Belloni and Mingli Chen and Oscar Hernan Madrid Padilla and Zixuan (Kevin) Wang", title = "High-dimensional latent panel quantile regression with an application to asset pricing", journal = j-ANN-STAT, volume = "51", number = "1", pages = "96--121", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2223", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62A99", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/High-dimensional-latent-panel-quantile-regression-with-an-application-to/10.1214/22-AOS2223.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Asset pricing; factor model; High-dimensional quantile regression; nuclear norm regularization; panel data", } @Article{Donoho:2023:SEM, author = "David Donoho and Matan Gavish and Elad Romanov", title = "{ScreeNOT}: Exact {MSE}-optimal singular value thresholding in correlated noise", journal = j-ANN-STAT, volume = "51", number = "1", pages = "122--148", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2232", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20; 62H25; 90C25; 90C22", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/ScreeNOT--Exact-MSE-optimal-singular-value-thresholding-in-correlated/10.1214/22-AOS2232.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "high-dimensional asymptotics; low-rank matrix denoising; optimal threshold; scree plot; singular value thresholding", } @Article{Bates:2023:TOC, author = "Stephen Bates and Emmanuel Cand{\`e}s and Lihua Lei and Yaniv Romano and Matteo Sesia", title = "Testing for outliers with conformal $p$-values", journal = j-ANN-STAT, volume = "51", number = "1", pages = "149--178", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2244", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62J15; 62G15", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/Testing-for-outliers-with-conformal-p-values/10.1214/22-AOS2244.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "conformal inference; False discovery rate; out-of-distribution; Positive dependence", } @Article{Chandrasekher:2023:SGC, author = "Kabir Aladin Chandrasekher and Ashwin Pananjady and Christos Thrampoulidis", title = "Sharp global convergence guarantees for iterative nonconvex optimization with random data", journal = j-ANN-STAT, volume = "51", number = "1", pages = "179--210", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2246", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J02; 90C06; 90C26", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/Sharp-global-convergence-guarantees-for-iterative-nonconvex-optimization-with-random/10.1214/22-AOS2246.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "convergence rate; nonconvex optimization; precise iterate-by-iterate prediction", } @Article{Ma:2023:BWC, author = "Xinwei Ma and Jingshen Wang and Chong Wu", title = "Breaking the winner's curse in {Mendelian} randomization: Rerandomized inverse variance weighted estimator", journal = j-ANN-STAT, volume = "51", number = "1", pages = "211--232", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2247", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20; 62F10; 62P10; 62P25", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/Breaking-the-winners-curse-in-Mendelian-randomization--Rerandomized-inverse/10.1214/22-AOS2247.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; instrumental variable; inverse variance weighting; Post-selection inference; Two-sample Mendelian randomization", } @Article{Jiang:2023:HDP, author = "Fei Jiang and Yeqing Zhou and Jianxuan Liu and Yanyuan Ma", title = "On high-dimensional {Poisson} models with measurement error: Hypothesis testing for nonlinear nonconvex optimization", journal = j-ANN-STAT, volume = "51", number = "1", pages = "233--259", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2248", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/On-high-dimensional-Poisson-models-with-measurement-error--Hypothesis/10.1214/22-AOS2248.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "High-dimension inference; measurement error; nonconvex optimization; Poisson model", } @Article{Dumbgen:2023:NAT, author = "Lutz D{\"u}mbgen and Jon A. Wellner", title = "A new approach to tests and confidence bands for distribution functions", journal = j-ANN-STAT, volume = "51", number = "1", pages = "260--289", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2249", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60E10; 60F10; 62D99", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/A-new-approach-to-tests-and-confidence-bands-for-distribution/10.1214/22-AOS2249.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Confidence band; Goodness-of-fit; Law of the iterated logarithm; limit distribution; multiscale test statistics", } @Article{Steinberger:2023:CPI, author = "Lukas Steinberger and Hannes Leeb", title = "Conditional predictive inference for stable algorithms", journal = j-ANN-STAT, volume = "51", number = "1", pages = "290--311", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2250", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G15; 62J02; 62G20; 62J07", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/Conditional-predictive-inference-for-stable-algorithms/10.1214/22-AOS2250.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "algorithmic stability; cross-validation; high-dimensional regression; prediction intervals", } @Article{Butucea:2023:VSM, author = "Cristina Butucea and Enno Mammen and Mohamed Ndaoud and Alexandre B. Tsybakov", title = "Variable selection, monotone likelihood ratio and group sparsity", journal = j-ANN-STAT, volume = "51", number = "1", pages = "312--333", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2251", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G07; 62G20", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/Variable-selection-monotone-likelihood-ratio-and-group-sparsity/10.1214/22-AOS2251.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "almost full recovery; exact recovery; group variable selection; Hamming loss; minimax risk; pivotal selection problem; Sparsity; Variable selection", } @Article{Richardson:2023:NMP, author = "Thomas S. Richardson and Robin J. Evans and James M. Robins and Ilya Shpitser", title = "Nested {Markov} properties for acyclic directed mixed graphs", journal = j-ANN-STAT, volume = "51", number = "1", pages = "334--361", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2253", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H99; 60E05", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/Nested-Markov-properties-for-acyclic-directed-mixed-graphs/10.1214/22-AOS2253.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; Conditional independence; graphical models; hidden variable models", } @Article{Aragam:2023:UCN, author = "Bryon Aragam and Ruiyi Yang", title = "Uniform consistency in nonparametric mixture models", journal = j-ANN-STAT, volume = "51", number = "1", pages = "362--390", month = feb, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2255", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62J02; 62G20", bibdate = "Fri Oct 13 09:56:28 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-1/Uniform-consistency-in-nonparametric-mixture-models/10.1214/22-AOS2255.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "mixed regression; Mixture models; nonparametric estimation; uniform consistency", } @Article{Anonymous:2023:TCb, author = "Anonymous", title = "Table of Contents", journal = j-ANN-STAT, volume = "51", number = "2", pages = "??--??", month = apr, year = "2023", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Table-of-Contents/aos512c1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Anonymous:2023:EBb, author = "Anonymous", title = "Editorial Board", journal = j-ANN-STAT, volume = "51", number = "2", pages = "??--??", month = apr, year = "2023", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Editorial-Board/aos512p1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Bellec:2023:DCR, author = "Pierre C. Bellec and Cun-Hui Zhang", title = "Debiasing convex regularized estimators and interval estimation in linear models", journal = j-ANN-STAT, volume = "51", number = "2", pages = "391--436", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2243", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62G15; 62F35; 62J07", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Debiasing-convex-regularized-estimators-and-interval-estimation-in-linear-models/10.1214/22-AOS2243.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bias correction; central limit theorem; confidence intervals; convex regularization; Gaussian Poincar{\'e} inequality; high-dimensional linear models; Lasso; Stein's formula; variance estimation", } @Article{Finke:2023:CSM, author = "Axel Finke and Alexandre H. Thiery", title = "Conditional sequential {Monte Carlo} in high dimensions", journal = j-ANN-STAT, volume = "51", number = "2", pages = "437--463", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2252", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "65C05; 60J05; 65C35; 65C40", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Conditional-sequential-Monte-Carlo-in-high-dimensions/10.1214/22-AOS2252.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "curse of dimension; high dimensions; Markov chain Monte Carlo; particle filter; state-space model", } @Article{Butucea:2023:IVN, author = "Cristina Butucea and Angelika Rohde and Lukas Steinberger", title = "Interactive versus noninteractive locally differentially private estimation: Two elbows for the quadratic functional", journal = j-ANN-STAT, volume = "51", number = "2", pages = "464--486", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2254", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G10; 62C20", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Interactive-versus-noninteractive-locally-differentially-private-estimation--Two-elbows/10.1214/22-AOS2254.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Local differential privacy; minimax estimation; nonparametric estimation; quadratic functional; rate of convergence", } @Article{Schell:2023:NIC, author = "Alexander Schell and Harald Oberhauser", title = "Nonlinear independent component analysis for discrete-time and continuous-time signals", journal = j-ANN-STAT, volume = "51", number = "2", pages = "487--518", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2256", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H25; 62M99; 62H05; 60L10; 62M45; 62R10", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Nonlinear-independent-component-analysis-for-discrete-time-and-continuous-time/10.1214/23-AOS2256.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "blind source separation; Functional data analysis; Independent component analysis; inverse problem; latent variable model; nonlinear BSS; nonlinear ICA; statistical independence; statistical inference for stochastic processes; unsupervised learning", } @Article{Celentano:2023:LCT, author = "Michael Celentano and Zhou Fan and Song Mei", title = "Local convexity of the {TAP} free energy and {AMP} convergence for", journal = j-ANN-STAT, volume = "51", number = "2", pages = "519--546", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2257", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C10", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Local-convexity-of-the-TAP-free-energy-and-AMP-convergence/10.1214/23-AOS2257.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "approximate message passing; landscape analysis; natural gradient descent; nonconvex optimization; TAP free energy; variational inference; Z2 synchronization", } @Article{Awan:2023:CND, author = "Jordan Awan and Salil Vadhan", title = "Canonical noise distributions and private hypothesis tests", journal = j-ANN-STAT, volume = "51", number = "2", pages = "547--572", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2259", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "68P27; 62F03", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Canonical-noise-distributions-and-private-hypothesis-tests/10.1214/23-AOS2259.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "differential privacy; frequentist inference; uniformly most powerful test", } @Article{Bucher:2023:DSB, author = "Axel B{\"u}cher and Leandra Zanger", title = "On the disjoint and sliding block maxima method for piecewise stationary time series", journal = j-ANN-STAT, volume = "51", number = "2", pages = "573--598", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2260", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G32; 62F12; 62P12; 60G70", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/On-the-disjoint-and-sliding-block-maxima-method-for-piecewise/10.1214/23-AOS2260.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic normality; Extreme value statistics; Marshall-Olkin distribution; return level; temperature extremes", } @Article{Abbe:2023:LSG, author = "Emmanuel Abbe and Shuangping Li and Allan Sly", title = "Learning sparse graphons and the generalized {Kesten--Stigum} threshold", journal = j-ANN-STAT, volume = "51", number = "2", pages = "599--623", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2262", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H22", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Learning-sparse-graphons-and-the-generalized-KestenStigum-threshold/10.1214/23-AOS2262.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "graphon; Inference on networks; spectral algorithm", } @Article{Mei:2023:SVD, author = "Tianxing Mei and Chen Wang and Jianfeng Yao", title = "On singular values of data matrices with general independent columns", journal = j-ANN-STAT, volume = "51", number = "2", pages = "624--645", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2263", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H10; 60B20", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/On-singular-values-of-data-matrices-with-general-independent-columns/10.1214/23-AOS2263.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "eigenvalue distribution; Large data matrix; large sample covariance matrices; matrix-valued autoregressive model; realized covariance matrix; separable covariance matrix; singular value distribution", } @Article{Lyu:2023:OEC, author = "Zhongyuan Lyu and Dong Xia", title = "Optimal estimation and computational limit of low-rank {Gaussian} mixtures", journal = j-ANN-STAT, volume = "51", number = "2", pages = "646--667", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2264", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20; 62F30", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Optimal-estimation-and-computational-limit-of-low-rank-Gaussian-mixtures/10.1214/23-AOS2264.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Gaussian mixtures; low-rank matrix; Minimax optimality", } @Article{Berrett:2023:EFE, author = "Thomas B. Berrett and Richard J. Samworth", title = "Efficient functional estimation and the super-oracle phenomenon", journal = j-ANN-STAT, volume = "51", number = "2", pages = "668--690", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2265", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G20", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Efficient-functional-estimation-and-the-super-oracle-phenomenon/10.1214/23-AOS2265.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "efficiency; Functional estimation; weighted nearest neighbours", } @Article{Jiao:2023:DNR, author = "Yuling Jiao and Guohao Shen and Yuanyuan Lin and Jian Huang", title = "Deep nonparametric regression on approximate manifolds: Nonasymptotic error bounds with polynomial prefactors", journal = j-ANN-STAT, volume = "51", number = "2", pages = "691--716", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2266", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G08; 68T07", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Deep-nonparametric-regression-on-approximate-manifolds--Nonasymptotic-error-bounds/10.1214/23-AOS2266.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Approximation error; curse of dimensionality; deep neural network; low-dimensional manifolds; network relative efficiency; nonasymptotic error bound", } @Article{Li:2023:RLD, author = "Mengchu Li and Thomas B. Berrett and Yi Yu", title = "On robustness and local differential privacy", journal = j-ANN-STAT, volume = "51", number = "2", pages = "717--737", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2267", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/On-robustness-and-local-differential-privacy/10.1214/23-AOS2267.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Huber's contamination model; Local differential privacy; Minimax optimality", } @Article{Ma:2023:OTC, author = "Cong Ma and Reese Pathak and Martin J. Wainwright", title = "Optimally tackling covariate shift in {RKHS}-based nonparametric regression", journal = j-ANN-STAT, volume = "51", number = "2", pages = "738--761", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2268", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20; 62G08", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Optimally-tackling-covariate-shift-in-RKHS-based-nonparametric-regression/10.1214/23-AOS2268.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "covariate shift; kernel ridge regression; Nonparametric regression; reproducing kernel Hilbert spaces; transfer learning", } @Article{Bilodeau:2023:MRC, author = "Blair Bilodeau and Dylan J. Foster and Daniel M. Roy", title = "Minimax rates for conditional density estimation via empirical entropy", journal = j-ANN-STAT, volume = "51", number = "2", pages = "762--790", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2270", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G07; 62G05; 62C20; 94A17", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Minimax-rates-for-conditional-density-estimation-via-empirical-entropy/10.1214/23-AOS2270.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Conditional density estimation; empirical entropy; logarithmic loss; Minimax rates; nonparametric estimation", } @Article{Reiss:2023:IMR, author = "Markus Reiss and Lars Winkelmann", title = "Inference on the maximal rank of time-varying covariance matrices using high-frequency data", journal = j-ANN-STAT, volume = "51", number = "2", pages = "791--815", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2273", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62M07; 62P05; 60B20", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Inference-on-the-maximal-rank-of-time-varying-covariance-matrices/10.1214/23-AOS2273.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "eigenvalue perturbation; Empirical covariance matrix; factor model; matrix concentration; Principal Component Analysis; rank detection; signal detection rate; term structure", } @Article{Barber:2023:CPB, author = "Rina Foygel Barber and Emmanuel J. Cand{\`e}s and Aaditya Ramdas and Ryan J. Tibshirani", title = "Conformal prediction beyond exchangeability", journal = j-ANN-STAT, volume = "51", number = "2", pages = "816--845", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2276", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G35; 62F40; 62G86", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Conformal-prediction-beyond-exchangeability/10.1214/23-AOS2276.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "conformal prediction; distribution-free inference; exchangeability; jackknife; robust statistics", } @Article{Wang:2023:ROR, author = "Di Wang and Ruey S. Tsay", title = "Rate-optimal robust estimation of high-dimensional vector autoregressive models", journal = j-ANN-STAT, volume = "51", number = "2", pages = "846--877", month = apr, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2278", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62F35; 62J07", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-2/Rate-optimal-robust-estimation-of-high-dimensional-vector-autoregressive-models/10.1214/23-AOS2278.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "autocovariance; high-dimensional time series; minimax optimal; robust statistics; truncation", } @Article{Anonymous:2023:TCc, author = "Anonymous", title = "Table of Contents", journal = j-ANN-STAT, volume = "51", number = "3", pages = "??--??", month = jun, year = "2023", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Table-of-Contents/aos513c1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Anonymous:2023:EBc, author = "Anonymous", title = "Editorial Board", journal = j-ANN-STAT, volume = "51", number = "3", pages = "??--??", month = jun, year = "2023", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Editorial-Board/aos513p1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Foster:2023:OSL, author = "Dylan J. Foster and Vasilis Syrgkanis", title = "Orthogonal statistical learning", journal = j-ANN-STAT, volume = "51", number = "3", pages = "879--908", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2258", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62C20; 62D20", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Orthogonal-statistical-learning/10.1214/23-AOS2258.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Double machine learning; local Rademacher complexity; Neyman orthogonality; Policy learning; Statistical learning; treatment effects", } @Article{Szabo:2023:OHD, author = "Botond Szab{\'o} and Lasse Vuursteen and Harry van Zanten", title = "Optimal high-dimensional and nonparametric distributed testing under communication constraints", journal = j-ANN-STAT, volume = "51", number = "3", pages = "909--934", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2269", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62F30; 62F03", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Optimal-high-dimensional-and-nonparametric-distributed-testing-under-communication-constraints/10.1214/23-AOS2269.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Distributed methods; Hypothesis testing; minimax optimal; nonparametric", } @Article{Pilliat:2023:OPE, author = "Emmanuel Pilliat and Alexandra Carpentier and Nicolas Verzelen", title = "Optimal Permutation Estimation in {CrowdSourcing} problems", journal = j-ANN-STAT, volume = "51", number = "3", pages = "935--961", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2271", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Optimal-Permutation-Estimation-in-CrowdSourcing-problems/10.1214/23-AOS2271.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bi-isotonic matrices; ranking; sub-Gaussian noise", } @Article{Rottger:2023:TPM, author = "Frank R{\"o}ttger and Sebastian Engelke and Piotr Zwiernik", title = "Total positivity in multivariate extremes", journal = j-ANN-STAT, volume = "51", number = "3", pages = "962--1004", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2272", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60G70; 62H22; 15B48", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Total-positivity-in-multivariate-extremes/10.1214/23-AOS2272.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Convex optimization; covariance mapping; Extreme value theory; graph Laplacians; total positivity", } @Article{Weinstein:2023:PAM, author = "Asaf Weinstein and Weijie J. Su and Ma{\l}gorzata Bogdan and Rina Foygel Barber and Emmanuel J. Cand{\`e}s", title = "A power analysis for model-{X} knockoffs with $ \ell_p$-regularized statistics", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1005--1029", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2274", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03; 62F07; 62F05; 62F12", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/A-power-analysis-for-model-X-knockoffs-with-%e2%84%93p-regularized/10.1214/23-AOS2274.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "false discovery rate (FDR); high-dimensional regression; Knockoffs; power analysis; Variable selection", } @Article{Li:2023:GCO, author = "Harrison H. Li and Art B. Owen", title = "A general characterization of optimal tie-breaker designs", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1030--1057", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2275", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62K05", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/A-general-characterization-of-optimal-tie-breaker-designs/10.1214/23-AOS2275.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "compound design; Constrained optimal design; cutoff design; D-optimality; equivalence theorem; regression discontinuity", } @Article{Zhou:2023:CAB, author = "Quan Zhou and Hyunwoong Chang", title = "Complexity analysis of {Bayesian} learning of high-dimensional {DAG} models and their equivalence classes", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1058--1085", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2280", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F15; 62J05", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Complexity-analysis-of-Bayesian-learning-of-high-dimensional-DAG-models/10.1214/23-AOS2280.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Finite Markov chains; greedy equivalence search (GES); locally informed proposals; Poincar{\'e}-type inequality; random walk Metropolis--Hastings; rapid mixing; strong selection consistency", } @Article{Aamari:2023:ORE, author = "Eddie Aamari and Cl{\'e}ment Berenfeld and Cl{\'e}ment Levrard", title = "Optimal reach estimation and metric learning", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1086--1108", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2281", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62C20; 68U05", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Optimal-reach-estimation-and-metric-learning/10.1214/23-AOS2281.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Geometric inference; manifold learning; metric learning; minimax risk; reach", } @Article{Han:2023:URI, author = "Xiao Han and Qing Yang and Yingying Fan", title = "Universal rank inference via residual subsampling with application to large networks", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1109--1133", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2282", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03; 62F12; 60B20; 62F35", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Universal-rank-inference-via-residual-subsampling-with-application-to-large/10.1214/23-AOS2282.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic expansions; Eigenvalues; eigenvectors; high dimensionality; large random matrices; low-rank models; Rank inference; robustness", } @Article{Ba:2023:PIF, author = "Isma{\"\i}la Ba and Jean-Fran{\c{c}}ois Coeurjolly and Francisco Cuevas-Pacheco", title = "Pairwise interaction function estimation of stationary {Gibbs} point processes using basis expansion", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1134--1158", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2284", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H11; 60G55; 62J07; 65C60; 97K80", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Pairwise-interaction-function-estimation-of-stationary-Gibbs-point-processes-using/10.1214/23-AOS2284.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Gibbs point process; orthogonal series estimator; pairwise interaction function; spatial statistics", } @Article{Fujiwara:2023:EEL, author = "Akio Fujiwara and Koichi Yamagata", title = "Efficiency of estimators for locally asymptotically normal quantum statistical models", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1159--1182", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2285", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F12; 81P50; 62A01", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Efficiency-of-estimators-for-locally-asymptotically-normal-quantum-statistical-models/10.1214/23-AOS2285.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Asymptotic efficiency; asymptotic representation theorem; local asymptotic normality; Minimax estimator; quantum statistics; regular estimator", } @Article{Xu:2023:IIM, author = "Yuanzhe Xu and Sumit Mukherjee", title = "Inference in {Ising} models on dense regular graphs", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1183--1206", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2286", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H22; 62E20; 62F05; 62F12", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Inference-in-Ising-models-on-dense-regular-graphs/10.1214/23-AOS2286.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Asymptotic efficiency; asymptotic power; Ising model; limits of experiments; phase transition", } @Article{Ding:2023:AAN, author = "Xiucai Ding and Zhou Zhou", title = "{AutoRegressive} approximations to nonstationary time series with inference and applications", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1207--1231", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2288", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62M20; 60G07", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/AutoRegressive-approximations-to-nonstationary-time-series-with-inference-and-applications/10.1214/23-AOS2288.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "AR approximation; globally optimal forecasting; high-dimensional convex Gaussian approximation; multiplier bootstrap; nonstationary time series", } @Article{Bing:2023:ODA, author = "Xin Bing and Marten Wegkamp", title = "Optimal discriminant analysis in high-dimensional latent factor models", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1232--1257", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2289", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62J07", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Optimal-discriminant-analysis-in-high-dimensional-latent-factor-models/10.1214/23-AOS2289.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Dimension reduction; discriminant analysis; High-dimensional classification; latent factor model; Optimal rate of convergence; principal component regression", } @Article{Hoffmann:2023:DDE, author = "Marc Hoffmann and Mathias Trabs", title = "Dispersal density estimation across scales", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1258--1281", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2290", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G07; 62M30; 60G57", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Dispersal-density-estimation-across-scales/10.1214/23-AOS2290.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Deconvolution; dispersal models; Nonparametric estimation and minimax theory; Point processes; statistical inference across scales", } @Article{Tang:2023:MRD, author = "Rong Tang and Yun Yang", title = "Minimax rate of distribution estimation on unknown submanifolds under adversarial losses", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1282--1308", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2291", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20; 62G07; 62G05", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Minimax-rate-of-distribution-estimation-on-unknown-submanifolds-under-adversarial/10.1214/23-AOS2291.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adversarial training; Distribution estimation; Generative model; Manifold; Minimax rate; partition of unity", } @Article{Chernozhukov:2023:ILR, author = "Victor Chernozhukov and Christian Hansen and Yuan Liao and Yinchu Zhu", title = "Inference for low-rank models", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1309--1330", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2293", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H25; 62F12", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Inference-for-low-rank-models/10.1214/23-AOS2293.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "incoherent eigenvectors; sample splitting; singular value thresholding", } @Article{Einmahl:2023:EVI, author = "John H. J. Einmahl and Yi He", title = "Extreme value inference for heterogeneous power law data", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1331--1356", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2294", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G32; 62G20; 62G30; 60G70; 60F17", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Extreme-value-inference-for-heterogeneous-power-law-data/10.1214/23-AOS2294.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Extreme value statistics; functional central limit theorem; heterogeneous scales model; Hill estimator; nonidentical distributions; weighted tail empirical process", } @Article{Marion:2023:FSC, author = "Joe Marion and Joseph Mathews and Scott C. Schmidler", title = "Finite-sample complexity of sequential {Monte Carlo} estimators", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1357--1375", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2295", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "65C60; 65C60; 60J22", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Finite-sample-complexity-of-sequential-Monte-Carlo-estimators/10.1214/23-AOS2295.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayesian computation; computational complexity; sequential Monte Carlo", } @Article{Wang:2023:CCI, author = "Kang Wang and Subhashis Ghosal", title = "Coverage of credible intervals in {Bayesian} multivariate isotonic regression", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1376--1400", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2298", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62F15; 62G05; 62G20", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Coverage-of-credible-intervals-in-Bayesian-multivariate-isotonic-regression/10.1214/23-AOS2298.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Block isotonization; credible interval; Gaussian process; immersion posterior; isotonic regression; limiting coverage", } @Article{Blanchard:2023:URA, author = "Mo{\"\i}se Blanchard and Patrick Jaillet", title = "Universal regression with adversarial responses", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1401--1426", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2299", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C05; 62J02; 97K80; 60G20; 54E70", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Universal-regression-with-adversarial-responses/10.1214/23-AOS2299.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "consistency; generalization; metric spaces; nonparametric estimation; online learning; statistical learning theory; Stochastic processes", } @Article{Qiu:2023:ANE, author = "Jiaxin Qiu and Zeng Li and Jianfeng Yao", title = "Asymptotic normality for eigenvalue statistics of a general sample covariance matrix when", journal = j-ANN-STAT, volume = "51", number = "3", pages = "1427--1451", month = jun, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2300", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H10; 62H15", bibdate = "Fri Oct 13 09:56:29 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-3/Asymptotic-normality-for-eigenvalue-statistics-of-a-general-sample-covariance/10.1214/23-AOS2300.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic normality; general sample covariance matrix; Linear spectral statistics; matrix white noise; separable covariance; ultra-dimension", } @Article{Anonymous:2023:TCd, author = "Anonymous", title = "Table of Contents", journal = j-ANN-STAT, volume = "51", number = "4", pages = "??--??", month = aug, year = "2023", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Table-of-Contents/aos514c1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Anonymous:2023:EBd, author = "Anonymous", title = "Editorial Board", journal = j-ANN-STAT, volume = "51", number = "4", pages = "??--??", month = aug, year = "2023", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Editorial-Board/aos514p1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Basu:2023:GMN, author = "Sumanta Basu and Suhasini Subba Rao", title = "Graphical models for nonstationary time series", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1453--1483", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2205", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62M15; 62J07", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Graphical-models-for-nonstationary-time-series/10.1214/22-AOS2205.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "graphical models; locally stationary time series; partial covariance; spectral analysis", } @Article{Roycraft:2023:BPB, author = "Benjamin Roycraft and Johannes Krebs and Wolfgang Polonik", title = "Bootstrapping persistent {Betti} numbers and other stabilizing statistics", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1484--1509", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2277", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F40; 55N31; 62R40; 62H10; 62G05", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Bootstrapping-persistent-Betti-numbers-and-other-stabilizing-statistics/10.1214/23-AOS2277.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Betti numbers; bootstrap; Euler characteristic; Persistent homology; Random geometric complexes; stabilizing statistics; Stochastic geometry; topological data analysis", } @Article{Derumigny:2023:LBB, author = "Alexis Derumigny and Johannes Schmidt-Hieber", title = "On lower bounds for the bias-variance trade-off", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1510--1533", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2279", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62C05; 62C20", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/On-lower-bounds-for-the-bias-variance-trade-off/10.1214/23-AOS2279.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bias-variance decomposition; Cram{\'e}r-Rao inequality; High-dimensional statistics; minimax estimation; nonparametric estimation", } @Article{Chaudhuri:2023:CVF, author = "Anamitra Chaudhuri and Sabyasachi Chatterjee", title = "A cross-validation framework for signal denoising with applications to trend filtering, dyadic {CART} and beyond", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1534--1560", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2283", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G08", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/A-cross-validation-framework-for-signal-denoising-with-applications-to/10.1214/23-AOS2283.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive risk bounds; cross-validation; Dyadic CART; Lasso; singular value thresholding; Trend filtering", } @Article{Hu:2023:PEP, author = "Yuchen Hu and Stefan Wager", title = "Off-policy evaluation in partially observed {Markov} decision processes under sequential ignorability", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1561--1585", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2287", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M09; 62D20", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Off-policy-evaluation-in-partially-observed-Markov-decision-processes-under/10.1214/23-AOS2287.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; Importance weighting; Lepski's method; mixing time; sequential ignorability", } @Article{Verzelen:2023:OCP, author = "Nicolas Verzelen and Magalie Fromont and Matthieu Lerasle and Patricia Reynaud-Bouret", title = "Optimal change-point detection and localization", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1586--1610", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2297", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Optimal-change-point-detection-and-localization/10.1214/23-AOS2297.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Change-point analyses; CUSUM; Detection; Localization; minimax", } @Article{Han:2023:NLI, author = "Qiyang Han", title = "Noisy linear inverse problems under convex constraints: Exact risk asymptotics in high dimensions", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1611--1638", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2301", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 60F05; 62G10; 62E17", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Noisy-linear-inverse-problems-under-convex-constraints--Exact-risk/10.1214/23-AOS2301.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "fixed-point equation; Gaussian sequence model; high-dimensional asymptotics; Linear inverse problem", } @Article{Wang:2023:PSA, author = "Jiayi Wang and Zhengling Qi and Raymond K. W. Wong", title = "Projected state-action balancing weights for offline reinforcement learning", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1639--1665", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2302", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62M05", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Projected-state-action-balancing-weights-for-offline-reinforcement-learning/10.1214/23-AOS2302.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Infinite horizons; Markov decision process; policy evaluation; reinforcement learning", } @Article{Zrnic:2023:PSI, author = "Tijana Zrnic and Michael I. Jordan", title = "Post-selection inference via algorithmic stability", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1666--1691", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2303", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J15; 62J05; 62F07", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Post-selection-inference-via-algorithmic-stability/10.1214/23-AOS2303.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "differential privacy; Linear regression; Model selection; Post-selection inference; selective inference; stability", } @Article{Fan:2023:BFS, author = "Jianqing Fan and Ricardo P. Masini and Marcelo C. Medeiros", title = "Bridging factor and sparse models", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1692--1717", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2304", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H25; 62F03", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Bridging-factor-and-sparse-models/10.1214/23-AOS2304.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "(partial) covariance structure; factor models; high-dimensional inference; machine learning; penalized least-squares; prediction; supervised learning", } @Article{Ding:2023:MRT, author = "Jian Ding and Hang Du", title = "Matching recovery threshold for correlated random graphs", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1718--1743", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2305", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "05C80; 68Q87", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Matching-recovery-threshold-for-correlated-random-graphs/10.1214/23-AOS2305.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Correlated Erd{\H{o}}s-R{\'e}nyi random graph; information threshold; matching recovery", } @Article{Ding:2023:LLD, author = "Xiucai Ding and Rong Ma", title = "Learning low-dimensional nonlinear structures from high-dimensional noisy data: an integral operator approach", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1744--1769", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2306", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62R07; 62R30; 47G10", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Learning-low-dimensional-nonlinear-structures-from-high-dimensional-noisy-data/10.1214/23-AOS2306.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "High-dimensional data; kernel method; manifold learning; nonlinear dimension reduction; Spectral method", } @Article{Bhattacharjee:2023:SIF, author = "Satarupa Bhattacharjee and Hans-Georg M{\"u}ller", title = "Single index {Fr{\'e}chet} regression", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1770--1798", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2307", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62R20; 62G10; 62G05; 62G20", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Single-index-Fr%c3%a9chet-regression/10.1214/23-AOS2307.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Dimension reduction; inference; M-estimator; non-Euclidean data; random objects", } @Article{Han:2023:URR, author = "Qiyang Han and Yandi Shen", title = "Universality of regularized regression estimators in high dimensions", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1799--1823", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2309", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60F17; 62E17", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Universality-of-regularized-regression-estimators-in-high-dimensions/10.1214/23-AOS2309.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Gaussian comparison inequalities; high-dimensional asymptotics; Lasso; Lindeberg's principle; Random matrix theory; Ridge regression; robust regression; Universality", } @Article{Drees:2023:SIC, author = "Holger Drees", title = "Statistical inference on a changing extreme value dependence structure", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1824--1849", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2314", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G32; 62G05; 62G10; 62G20; 60G70", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Statistical-inference-on-a-changing-extreme-value-dependence-structure/10.1214/23-AOS2314.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Extreme value dependence; integrated spectral measure; local estimation; multivariate regular variation; test of nonstationarity", } @Article{Bilodeau:2023:RDA, author = "Blair Bilodeau and Jeffrey Negrea and Daniel M. Roy", title = "Relaxing the i.i.d. assumption: Adaptively minimax optimal regret via root-entropic regularization", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1850--1876", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2315", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62L10; 62C20; 60G25; 62M20; 68Q32; 68T05", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Relaxing-the-iid-assumption--Adaptively-minimax-optimal-regret-via/10.1214/23-AOS2315.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive minimax regret; Aggregation; prediction with expert advice; robust prediction; sequential decision theory", } @Article{Schoen:2023:OAO, author = "Eric D. Schoen and Robert W. Mee", title = "Order-of-addition orthogonal arrays to study the effect of treatment ordering", journal = j-ANN-STAT, volume = "51", number = "4", pages = "1877--1894", month = aug, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2317", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62K05; 05B20; 62J05", bibdate = "Wed Jan 3 08:27:57 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-4/Order-of-addition-orthogonal-arrays-to-study-the-effect-of/10.1214/23-AOS2317.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Average prediction variance; component-position model; D-optimality; equivalence class; I-optimality; pairwise order factors; projection", } @Article{Anonymous:2023:TCe, author = "Anonymous", title = "Table of Contents", journal = j-ANN-STAT, volume = "51", number = "5", pages = "??--??", month = oct, year = "2023", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Table-of-Contents/aos515c1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Anonymous:2023:EBe, author = "Anonymous", title = "Editorial Board", journal = j-ANN-STAT, volume = "51", number = "5", pages = "??--??", month = oct, year = "2023", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Editorial-Board/aos515p1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Liu:2023:IUC, author = "Yang Liu and Feifang Hu", title = "The impacts of unobserved covariates on covariate-adaptive randomized experiments", journal = j-ANN-STAT, volume = "51", number = "5", pages = "1895--1920", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2308", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G99; 62L05; 62F03; 60G42", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/The-impacts-of-unobserved-covariates-on-covariate-adaptive-randomized-experiments/10.1214/23-AOS2308.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "CAR procedures; conservativeness of test; covariate effect; Hypothesis tests; Identifiability; inconsistency; treatment effect", } @Article{Chen:2023:SOH, author = "Song Xi Chen and Yumou Qiu and Shuyi Zhang", title = "Sharp optimality for high-dimensional covariance testing under sparse signals", journal = j-ANN-STAT, volume = "51", number = "5", pages = "1921--1945", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2310", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20; 62H15; 62H20", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Sharp-optimality-for-high-dimensional-covariance-testing-under-sparse-signals/10.1214/23-AOS2310.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Covariance matrix; Detection boundary; high dimensionality; minimax; rare and faint signal; thresholding", } @Article{Mies:2023:EMF, author = "Fabian Mies and Mark Podolskij", title = "Estimation of mixed fractional stable processes using high-frequency data", journal = j-ANN-STAT, volume = "51", number = "5", pages = "1946--1964", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2312", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60G22; 62F12; 62E20; 62M09; 60F05", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Estimation-of-mixed-fractional-stable-processes-using-high-frequency-data/10.1214/23-AOS2312.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "High frequency data; linear fractional stable motion; L{\'e}vy processes; Parametric estimation; Self-similar processes", } @Article{Huang:2023:EEM, author = "Tzu-Jung Huang and Alex Luedtke and Ian W. McKeague", title = "Efficient estimation of the maximal association between multiple predictors and a survival outcome", journal = j-ANN-STAT, volume = "51", number = "5", pages = "1965--1988", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2313", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62N03; 62G10; 62G20", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Efficient-estimation-of-the-maximal-association-between-multiple-predictors-and/10.1214/23-AOS2313.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Marginal screening; Post-selection inference; Semiparametric efficiency", } @Article{Klopp:2023:ATD, author = "Olga Klopp and Maxim Panov and Suzanne Sigalla and Alexandre B. Tsybakov", title = "Assigning topics to documents by successive projections", journal = j-ANN-STAT, volume = "51", number = "5", pages = "1989--2014", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2316", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 60C05", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Assigning-topics-to-documents-by-successive-projections/10.1214/23-AOS2316.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive estimation; latent variable model; minimax rate of convergence; nonnegative matrix factorization; topic model", } @Article{Duan:2023:ARM, author = "Yaqi Duan and Kaizheng Wang", title = "Adaptive and robust multi-task learning", journal = j-ANN-STAT, volume = "51", number = "5", pages = "2015--2039", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2319", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62R07; 62F10", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Adaptive-and-robust-multi-task-learning/10.1214/23-AOS2319.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptivity; clustering; low-rank model; model misspecification; multitask learning; robustness", } @Article{Daouia:2023:IER, author = "Abdelaati Daouia and Gilles Stupfler and Antoine Usseglio-Carleve", title = "Inference for extremal regression with dependent heavy-tailed data", journal = j-ANN-STAT, volume = "51", number = "5", pages = "2040--2066", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2320", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G32; 62G05; 62G08; 62G15; 62G20; 62G30", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Inference-for-extremal-regression-with-dependent-heavy-tailed-data/10.1214/23-AOS2320.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "conditional expectiles; conditional quantiles; Extreme value analysis; heavy tails; inference; Mixing; Nonparametric regression", } @Article{Avella-Medina:2023:DPI, author = "Marco Avella-Medina and Casey Bradshaw and Po-Ling Loh", title = "Differentially private inference via noisy optimization", journal = j-ANN-STAT, volume = "51", number = "5", pages = "2067--2092", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2321", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F10; 68P27", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Differentially-private-inference-via-noisy-optimization/10.1214/23-AOS2321.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "differential privacy; gradient descent; M-estimation; Newton's method; statistical inference", } @Article{Fan:2023:RHD, author = "Jianqing Fan and Zhipeng Lou and Mengxin Yu", title = "Robust high-dimensional tuning free multiple testing", journal = j-ANN-STAT, volume = "51", number = "5", pages = "2093--2115", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2322", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F35; 62F40; 62J15", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Robust-high-dimensional-tuning-free-multiple-testing/10.1214/23-AOS2322.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "heavy-tailed data; large-scale multiple testing; Robust statistical inference; tuning free; weighted bootstrap", } @Article{Christgau:2023:NCL, author = "Alexander Mangulad Christgau and Lasse Petersen and Niels Richard Hansen", title = "Nonparametric conditional local independence testing", journal = j-ANN-STAT, volume = "51", number = "5", pages = "2116--2144", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2323", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62G20", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Nonparametric-conditional-local-independence-testing/10.1214/23-AOS2323.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Double machine learning; functional CLT; local independence; nonparametric inference; Stochastic processes", } @Article{Dau:2023:BSA, author = "Hai-Dang Dau and Nicolas Chopin", title = "On backward smoothing algorithms", journal = j-ANN-STAT, volume = "51", number = "5", pages = "2145--2169", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2324", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M05; 65C05; 65Y20", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/On-backward-smoothing-algorithms/10.1214/23-AOS2324.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "sequential Monte Carlo; smoothing; state-space model", } @Article{Berrett:2023:ONT, author = "Thomas B. Berrett and Richard J. Samworth", title = "Optimal nonparametric testing of Missing Completely At Random and its connections to compatibility", journal = j-ANN-STAT, volume = "51", number = "5", pages = "2170--2193", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2326", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Optimal-nonparametric-testing-of-Missing-Completely-At-Random-and-its/10.1214/23-AOS2326.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "linear programming; minimax testing; missing completely at random; missing data", } @Article{Celentano:2023:LGG, author = "Michael Celentano and Andrea Montanari and Yuting Wei", title = "The Lasso with general {Gaussian} designs with applications to hypothesis testing", journal = j-ANN-STAT, volume = "51", number = "5", pages = "2194--2220", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2327", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J07; 62E17; 62F05; 62F12", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/The-Lasso-with-general-Gaussian-designs-with-applications-to-hypothesis/10.1214/23-AOS2327.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "convex Gaussian min-max theorem; debiased Lasso; exact asymptotics; Gaussian designs; Gaussian width; Lasso", } @Article{Konen:2023:SQH, author = "Dimitri Konen and Davy Paindaveine", title = "Spatial quantiles on the hypersphere", journal = j-ANN-STAT, volume = "51", number = "5", pages = "2221--2245", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2332", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62R30; 62G99; 62E10; 62G20", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Spatial-quantiles-on-the-hypersphere/10.1214/23-AOS2332.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Centrality regions; directional statistics; Fr{\'e}chet medians; Multivariate quantiles; spatial quantiles; Statistical depth", } @Article{Liu:2023:CLL, author = "Zhijun Liu and Jiang Hu and Zhidong Bai and Haiyan Song", title = "A {CLT} for the {LSS} of large-dimensional sample covariance matrices with diverging spikes", journal = j-ANN-STAT, volume = "51", number = "5", pages = "2246--2271", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2333", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60B20; 60F05", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/A-CLT-for-the-LSS-of-large-dimensional-sample-covariance/10.1214/23-AOS2333.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Empirical spectral distribution; linear spectral statistic; Random matrix; Stieltjes transform", } @Article{Telschow:2023:EEE, author = "Fabian J. E. Telschow and Dan Cheng and Pratyush Pranav and Armin Schwartzman", title = "Estimation of expected {Euler} characteristic curves of nonstationary smooth random fields", journal = j-ANN-STAT, volume = "51", number = "5", pages = "2272--2297", month = oct, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2337", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60G15; 60G60; 62M40", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-5/Estimation-of-expected-Euler-characteristic-curves-of-nonstationary-smooth-random/10.1214/23-AOS2337.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Euler characteristic; Gaussian related fields; Lipschitz-Killing curvatures; Random field theory", } @Article{Anonymous:2023:TCf, author = "Anonymous", title = "Table of Contents", journal = j-ANN-STAT, volume = "51", number = "6", pages = "??--??", month = dec, year = "2023", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-6/Table-of-Contents/aos516c1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Anonymous:2023:EBf, author = "Anonymous", title = "Editorial Board", journal = j-ANN-STAT, volume = "51", number = "6", pages = "??--??", month = dec, year = "2023", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-6/Editorial-Board/aos516p1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Komarova:2023:TNS, author = "Tatiana Komarova and Javier Hidalgo", title = "Testing nonparametric shape restrictions", journal = j-ANN-STAT, volume = "51", number = "6", pages = "2299--2317", month = dec, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2311", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "05C38; 15A15; 05A15", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-6/Testing-nonparametric-shape-restrictions/10.1214/23-AOS2311.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "15A18; B-splines; concavity; convexity; convexity in means; CUSUM transformation; distribution-free estimation; Log-convexity; Monotonicity; quasi-convexity; U-shape", } @Article{Panigrahi:2023:CMF, author = "Snigdha Panigrahi", title = "Carving model-free inference", journal = j-ANN-STAT, volume = "51", number = "6", pages = "2318--2341", month = dec, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2318", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20; 62G15; 62G20", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-6/Carving-model-free-inference/10.1214/23-AOS2318.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "carving; conditional inference; model-free; Post-selection inference; Randomization; selective inference", } @Article{Reeve:2023:OSS, author = "Henry W. J. Reeve and Timothy I. Cannings and Richard J. Samworth", title = "Optimal subgroup selection", journal = j-ANN-STAT, volume = "51", number = "6", pages = "2342--2365", month = dec, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2328", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-6/Optimal-subgroup-selection/10.1214/23-AOS2328.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "FWER; nonparametric inference; selective inference; Subgroup selection", } @Article{Zhang:2023:ACS, author = "Linfan Zhang and Arash A. Amini", title = "Adjusted chi-square test for degree-corrected block models", journal = j-ANN-STAT, volume = "51", number = "6", pages = "2366--2385", month = dec, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2329", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62E17; 62H99", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-6/Adjusted-chi-square-test-for-degree-corrected-block-models/10.1214/23-AOS2329.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adjusted chi-square statistic; Community detection; degree-corrected stochastic block model; Goodness-of-fit test; nonasymptotic", } @Article{Baek:2023:LWE, author = "Changryong Baek and Marie-Christine D{\"u}ker and Vladas Pipiras", title = "Local {Whittle} estimation of high-dimensional long-run variance and precision matrices", journal = j-ANN-STAT, volume = "51", number = "6", pages = "2386--2414", month = dec, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2330", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M15; 62H12; 62H20", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-6/Local-Whittle-estimation-of-high-dimensional-long-run-variance-and/10.1214/23-AOS2330.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Frequency domain; high-dimensional time series; local Whittle estimation; Short- and long-range dependence; shrinkage estimation; spectral density estimation", } @Article{Lopuhaa:2023:ELM, author = "Hendrik Paul Lopuha{\"a} and Valerie Gares and Anne Ruiz-Gazen", title = "{$S$}-estimation in linear models with structured covariance matrices", journal = j-ANN-STAT, volume = "51", number = "6", pages = "2415--2439", month = dec, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2334", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F35; 62F12; 62H12; 62J05", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-6/S-estimation-in-linear-models-with-structured-covariance-matrices/10.1214/23-AOS2334.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic distribution; Breakdown point; influence function; repeated measurements; S-estimators; S-functionals; structured covariance", } @Article{Berg:2023:ESC, author = "Stephen Berg and Hyebin Song", title = "Efficient shape-constrained inference for the autocovariance sequence from a reversible {Markov} chain", journal = j-ANN-STAT, volume = "51", number = "6", pages = "2440--2470", month = dec, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2335", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 60J05; 60J22", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-6/Efficient-shape-constrained-inference-for-the-autocovariance-sequence-from-a/10.1214/23-AOS2335.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic variance; autocovariance sequence estimation; Markov chain Monte Carlo; shape-constrained inference", } @Article{Barthelme:2023:GPR, author = "Simon Barthelm{\'e} and Pierre-Olivier Amblard and Nicolas Tremblay and Konstantin Usevich", title = "{Gaussian} process regression in the flat limit", journal = j-ANN-STAT, volume = "51", number = "6", pages = "2471--2505", month = dec, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2336", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 65D10", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-6/Gaussian-process-regression-in-the-flat-limit/10.1214/23-AOS2336.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "flat limit; Gaussian processes; multivariate polynomials; splines", } @Article{Spencer:2023:PSL, author = "Neil A. Spencer and Cosma Rohilla Shalizi", title = "Projective, sparse and learnable latent position network models", journal = j-ANN-STAT, volume = "51", number = "6", pages = "2506--2525", month = dec, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2340", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60G55; 62M09; 91D30", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-6/Projective-sparse-and-learnable-latent-position-network-models/10.1214/23-AOS2340.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "consistent estimation; latent position network model; Latent space model; network models; network sparsity; projective family; Random geometric graph", } @Article{Armillotta:2023:NNA, author = "Mirko Armillotta and Konstantinos Fokianos", title = "Nonlinear network autoregression", journal = j-ANN-STAT, volume = "51", number = "6", pages = "2526--2552", month = dec, year = "2023", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2345", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 62J02", bibdate = "Wed Jan 3 08:27:58 MST 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-51/issue-6/Nonlinear-network-autoregression/10.1214/23-AOS2345.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "contraction; Hypothesis testing; increasing dimension; multivariate count time series", } @Article{Anonymous:2024:TCa, author = "Anonymous", title = "Table of Contents", journal = j-ANN-STAT, volume = "52", number = "1", pages = "??--??", month = feb, year = "2024", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Table-of-Contents/aos521c1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Anonymous:2024:EBa, author = "Anonymous", title = "Editorial Board", journal = j-ANN-STAT, volume = "52", number = "1", pages = "??--??", month = feb, year = "2024", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Editorial-Board/aos521p1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Duchi:2024:RCM, author = "John C. Duchi and Feng Ruan", title = "The right complexity measure in locally private estimation: It is not the {Fisher} information", journal = j-ANN-STAT, volume = "52", number = "1", pages = "1--51", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/22-AOS2227", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G10; 68P27", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/The-right-complexity-measure-in-locally-private-estimation--It/10.1214/22-AOS2227.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "L1 information; local minimax complexity; Locally private estimation; strong data processing inequalities", } @Article{Fan:2024:MLH, author = "Zhou Fan and Roy R. Lederman and Yi Sun and Tianhao Wang and Sheng Xu", title = "Maximum likelihood for high-noise group orbit estimation and single-particle cryo-{EM}", journal = j-ANN-STAT, volume = "52", number = "1", pages = "52--77", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2292", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Maximum-likelihood-for-high-noise-group-orbit-estimation-and-single/10.1214/23-AOS2292.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "group invariance; Mixture models; nonparametric function estimation", } @Article{Zhang:2024:SCV, author = "Lu Zhang and Junwei Lu", title = "{StarTrek}: Combinatorial variable selection with false discovery rate control", journal = j-ANN-STAT, volume = "52", number = "1", pages = "78--102", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2296", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H15; 62H22; 60F99", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/StarTrek-Combinatorial-variable-selection-with-false-discovery-rate-control/10.1214/23-AOS2296.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "combinatorial inference; comparison bounds; false discovery rate control; Gaussian multiplier bootstrap; graphical models; multiple testing", } @Article{Gerhardus:2024:CCA, author = "Andreas Gerhardus", title = "Characterization of causal ancestral graphs for time series with latent confounders", journal = j-ANN-STAT, volume = "52", number = "1", pages = "103--130", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2325", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62A09; 62D20; 62M10; 68T30; 68T37", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Characterization-of-causal-ancestral-graphs-for-time-series-with-latent/10.1214/23-AOS2325.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "ancestral graph; causal discovery; causal graph; Causal inference; latent variable; time series", } @Article{Dudeja:2024:SCT, author = "Rishabh Dudeja and Daniel Hsu", title = "Statistical-computational trade-offs in tensor {PCA} and related problems via communication complexity", journal = j-ANN-STAT, volume = "52", number = "1", pages = "131--156", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2331", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F30; 68Q17", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Statistical-computational-trade-offs-in-tensor-PCA-and-related-problems/10.1214/23-AOS2331.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Statistical-computational trade-offs; tensors", } @Article{Marandon:2024:AND, author = "Ariane Marandon and Lihua Lei and David Mary and Etienne Roquain", title = "Adaptive novelty detection with false discovery rate guarantee", journal = j-ANN-STAT, volume = "52", number = "1", pages = "157--183", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2338", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J15; 62G10; 62H30", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Adaptive-novelty-detection-with-false-discovery-rate-guarantee/10.1214/23-AOS2338.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptive multiple testing; classification; conformal p-values; False discovery rate; knockoff; machine learning; neural network; novelty detection", } @Article{Zhou:2024:RBI, author = "Yeqing Zhou and Kai Xu and Liping Zhu and Runze Li", title = "Rank-based indices for testing independence between two high-dimensional vectors", journal = j-ANN-STAT, volume = "52", number = "1", pages = "184--206", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2339", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62G20", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Rank-based-indices-for-testing-independence-between-two-high-dimensional/10.1214/23-AOS2339.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bergsma-Dassios-Yanagimoto's $\tau$; Blum-Kiefer-Rosenblatt's R; Degenerate U-statistics; Hoeffding's $D$", } @Article{Cai:2024:TLC, author = "Changxiao Cai and T. Tony Cai and Hongzhe Li", title = "Transfer learning for contextual multi-armed bandits", journal = j-ANN-STAT, volume = "52", number = "1", pages = "207--232", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2341", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62L12", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Transfer-learning-for-contextual-multi-armed-bandits/10.1214/23-AOS2341.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptivity; Contextual multi-armed bandit; covariate shift; Minimax rate; regret bounds; self-similarity; transfer learning", } @Article{Li:2024:SSC, author = "Gen Li and Laixi Shi and Yuxin Chen and Yuejie Chi and Yuting Wei", title = "Settling the sample complexity of model-based offline reinforcement learning", journal = j-ANN-STAT, volume = "52", number = "1", pages = "233--260", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2342", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C20", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Settling-the-sample-complexity-of-model-based-offline-reinforcement-learning/10.1214/23-AOS2342.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "distribution shift; Markov decision process; Minimax optimality; offline reinforcement learning; sample complexity", } @Article{Dou:2024:REH, author = "Zehao Dou and Zhou Fan and Harrison H. Zhou", title = "Rates of estimation for high-dimensional multireference alignment", journal = j-ANN-STAT, volume = "52", number = "1", pages = "261--284", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2346", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62C20", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Rates-of-estimation-for-high-dimensional-multireference-alignment/10.1214/23-AOS2346.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bispectrum inversion; Function estimation; group invariance", } @Article{Wang:2024:SHF, author = "Wen Wang and Shihao Wu and Ziwei Zhu and Ling Zhou and Peter X.-K. Song", title = "Supervised homogeneity fusion: a combinatorial approach", journal = j-ANN-STAT, volume = "52", number = "1", pages = "285--310", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2347", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60J05; 90C11; 62P10", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Supervised-homogeneity-fusion-A-combinatorial-approach/10.1214/23-AOS2347.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "clustering; Dimension reduction; linear model; mixed integer optimization; supervised learning", } @Article{Bucher:2024:TIH, author = "Axel B{\"u}cher and Cambyse Pakzad", title = "Testing for independence in high dimensions based on empirical copulas", journal = j-ANN-STAT, volume = "52", number = "1", pages = "311--334", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2348", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62H15; 60F05", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Testing-for-independence-in-high-dimensions-based-on-empirical-copulas/10.1214/23-AOS2348.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "empirical copula process; High-dimensional statistics; higher-order dependence; Lancaster interaction; Moebius transform; rank based inference", } @Article{Ohn:2024:AVB, author = "Ilsang Ohn and Lizhen Lin", title = "Adaptive variational {Bayes}: Optimality, computation and applications", journal = j-ANN-STAT, volume = "52", number = "1", pages = "335--363", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2349", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C10; 62G20", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Adaptive-variational-Bayes-Optimality-computation-and-applications/10.1214/23-AOS2349.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive inference; Deep neural networks; model selection consistency; Posterior contraction rates; quasi-posteriors; variational Bayes", } @Article{Chen:2024:RFL, author = "Weilin Chen and Clifford Lam", title = "Rank and factor loadings estimation in time series tensor factor model by pre-averaging", journal = j-ANN-STAT, volume = "52", number = "1", pages = "364--391", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2350", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H25; 62H12", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Rank-and-factor-loadings-estimation-in-time-series-tensor-factor/10.1214/23-AOS2350.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bootstrap tensor fibres; Core rank tensor; iterative projection algorithm; strongest factors projection; tensor fibres pre-averaging", } @Article{Cai:2024:EIM, author = "T. Tony Cai and Ran Chen and Yuancheng Zhu", title = "Estimation and inference for minimizer and minimum of convex functions: Optimality, adaptivity and uncertainty principles", journal = j-ANN-STAT, volume = "52", number = "1", pages = "392--411", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2355", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62G99; 62G20", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Estimation-and-inference-for-minimizer-and-minimum-of-convex-functions/10.1214/24-AOS2355.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptivity; Confidence interval; Minimax optimality; modulus of continuity; Nonparametric regression; uncertainty principle; White noise model", } @Article{Chetelat:2024:EIM, author = "Didier Ch{\'e}telat", title = "Erratum: {Improved} multivariate normal mean estimation with unknown covariance when $p$ is greater than $n$", journal = j-ANN-STAT, volume = "52", number = "1", pages = "412--412", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2344", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F10; 62C20; 62H12", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Erratum--Improved-multivariate-normal-mean-estimation-with-unknown-covariance/10.1214/23-AOS2344.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "high-dimensional inference; James--Stein estimator; minimax estimation", } @Article{Schmidt-Hieber:2024:CNR, author = "Johannes Schmidt-Hieber and Don Vu", title = "Correction to ``{Nonparametric} regression using deep neural networks with {ReLU} activation function''", journal = j-ANN-STAT, volume = "52", number = "1", pages = "413--414", month = feb, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2351", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", note = "See \cite{Schmidt-Hieber:2020:NRU}.", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-1/Correction-to-Nonparametric-regression-using-deep-neural-networks-with-ReLU/10.1214/24-AOS2351.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Anonymous:2024:TCb, author = "Anonymous", title = "Table of Contents", journal = j-ANN-STAT, volume = "52", number = "2", pages = "??--??", month = apr, year = "2024", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/Table-of-Contents/aos522c1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Anonymous:2024:EBb, author = "Anonymous", title = "Editorial Board", journal = j-ANN-STAT, volume = "52", number = "2", pages = "??--??", month = apr, year = "2024", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/Editorial-Board/aos522p1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Bradic:2024:HDI, author = "Jelena Bradic and Weijie Ji and Yuqian Zhang", title = "High-dimensional inference for dynamic treatment effects", journal = j-ANN-STAT, volume = "52", number = "2", pages = "415--440", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2352", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62C99; 62G35; 62J07", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/High-dimensional-inference-for-dynamic-treatment-effects/10.1214/24-AOS2352.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Double-robustness; imputed Lasso; missing data; model misspecification", } @Article{Hassani:2024:COA, author = "Hamed Hassani and Adel Javanmard", title = "The curse of overparametrization in adversarial training: Precise analysis of robust generalization for random features regression", journal = j-ANN-STAT, volume = "52", number = "2", pages = "441--465", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2353", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20; 62F12; 62F35", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/The-curse-of-overparametrization-in-adversarial-training--Precise-analysis/10.1214/24-AOS2353.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adversarial training; Gaussian equivalence property; Precise high-dimensional asymptotics; random features models", } @Article{Cattaneo:2024:CRO, author = "Matias D. Cattaneo and Rajita Chandak and Jason M. Klusowski", title = "Convergence rates of oblique regression trees for flexible function libraries", journal = j-ANN-STAT, volume = "52", number = "2", pages = "466--490", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2354", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62L12", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/Convergence-rates-of-oblique-regression-trees-for-flexible-function-libraries/10.1214/24-AOS2354.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "CART; decision trees; neural networks; Projection pursuit regression; Random forest", } @Article{Stankewitz:2024:ES, author = "Bernhard Stankewitz", title = "Early stopping for {$ L^2 $}-boosting in high-dimensional linear models", journal = j-ANN-STAT, volume = "52", number = "2", pages = "491--518", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2356", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62J07; 62F35", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/Early-stopping-for-L2-boosting-in-high-dimensional-linear-models/10.1214/24-AOS2356.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptive estimation; discrepancy principle; early stopping; L2-boosting; Oracle inequalities; orthogonal matching pursuit", } @Article{Nickl:2024:CID, author = "Richard Nickl", title = "Consistent inference for diffusions from low frequency measurements", journal = j-ANN-STAT, volume = "52", number = "2", pages = "519--549", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2357", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "35R30; 62G20; 62F15", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/Consistent-inference-for-diffusions-from-low-frequency-measurements/10.1214/24-AOS2357.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayesian inverse problems; reflected diffusion process; spectral PCA", } @Article{vanDelft:2024:GFQ, author = "Anne van Delft and Holger Dette", title = "A general framework to quantify deviations from structural assumptions in the analysis of nonstationary function-valued processes", journal = j-ANN-STAT, volume = "52", number = "2", pages = "550--579", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2358", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M10; 60B12; 62M15; 60F17; 60J05", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/A-general-framework-to-quantify-deviations-from-structural-assumptions-in/10.1214/24-AOS2358.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Concentration inequalities; Functional data analysis; Locally stationary processes; Martingale theory; nuclear operators; principle components; relevant hypotheses", } @Article{Soloff:2024:EDC, author = "Jake A. Soloff and Daniel Xiang and William Fithian", title = "The edge of discovery: Controlling the local false discovery rate at the margin", journal = j-ANN-STAT, volume = "52", number = "2", pages = "580--601", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2359", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J15; 62C12", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/The-edge-of-discovery--Controlling-the-local-false-discovery/10.1214/24-AOS2359.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Empirical Bayes; Grenander estimator; local false discovery rates; multiple testing", } @Article{Bastian:2024:TPS, author = "Patrick Bastian and Holger Dette and Johannes Heiny", title = "Testing for practically significant dependencies in high dimensions via bootstrapping maxima of {$U$}-statistics", journal = j-ANN-STAT, volume = "52", number = "2", pages = "628--653", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2361", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62F40; 62C20", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/Testing-for-practically-significant-dependencies-in-high-dimensions-via-bootstrapping/10.1214/24-AOS2361.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bootstrap; Gaussian approximation; Independence testing; Minimax optimality; relevant association; U-statistics", } @Article{Cai:2024:TLF, author = "T. Tony Cai and Dongwoo Kim and Hongming Pu", title = "Transfer learning for functional mean estimation: Phase transition and adaptive algorithms", journal = j-ANN-STAT, volume = "52", number = "2", pages = "654--678", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2362", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 62G20", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/Transfer-learning-for-functional-mean-estimation--Phase-transition-and/10.1214/24-AOS2362.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptivity; common design; Functional data analysis; independent design; mean function; minimax rate of convergence; phase transition; transfer learning", } @Article{Laha:2024:FOD, author = "Nilanjana Laha and Aaron Sonabend-W and Rajarshi Mukherjee and Tianxi Cai", title = "Finding the optimal dynamic treatment regimes using smooth {Fisher} consistent surrogate loss", journal = j-ANN-STAT, volume = "52", number = "2", pages = "679--707", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2363", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/Finding-the-optimal-dynamic-treatment-regimes-using-smooth-Fisher-consistent/10.1214/24-AOS2363.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "classification; dynamic treatment regimes; empirical risk minimization; nonconvex optimization", } @Article{Chang:2024:EDP, author = "Jinyuan Chang and Qiao Hu and Eric D. Kolaczyk and Qiwei Yao and Fengting Yi", title = "Edge differentially private estimation in the $ \beta $-model via jittering and method of moments", journal = j-ANN-STAT, volume = "52", number = "2", pages = "708--728", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2365", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F12; 68P27; 91D30", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/Edge-differentially-private-estimation-in-the-%ce%b2-model-via-jittering/10.1214/24-AOS2365.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "$\beta$-model; adaptive inference; bootstrap inference; data privacy; data release mechanism; edge differential privacy; phase transition", } @Article{Yan:2024:IHP, author = "Yuling Yan and Yuxin Chen and Jianqing Fan", title = "Inference for heteroskedastic {PCA} with missing data", journal = j-ANN-STAT, volume = "52", number = "2", pages = "729--756", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2366", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H25; 62E17", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/Inference-for-heteroskedastic-PCA-with-missing-data/10.1214/24-AOS2366.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Confidence regions; heteroskedastic data; missing data; Principal Component Analysis; subspace estimation; uncertainty quantification", } @Article{Dubey:2024:MSE, author = "Paromita Dubey and Yaqing Chen and Hans-Georg M{\"u}ller", title = "Metric statistics: Exploration and inference for random objects with distance profiles", journal = j-ANN-STAT, volume = "52", number = "2", pages = "757--792", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2368", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/Metric-statistics--Exploration-and-inference-for-random-objects-with/10.1214/24-AOS2368.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Distributional data; Fr{\'e}chet mean; Fr{\'e}chet regression; Functional data analysis; metric variance; profile metric; transport quantile; transport rank; visualization; Wasserstein metric", } @Article{Kennedy:2024:MRH, author = "Edward H. Kennedy and Sivaraman Balakrishnan and James M. Robins and Larry Wasserman", title = "Minimax rates for heterogeneous causal effect estimation", journal = j-ANN-STAT, volume = "52", number = "2", pages = "793--816", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2369", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62H12", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/Minimax-rates-for-heterogeneous-causal-effect-estimation/10.1214/24-AOS2369.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; Functional estimation; higher-order influence functions; Nonparametric regression; Optimal rates of convergence", } @Article{Fischer:2024:OCP, author = "Lasse Fischer and Marta Bofill Roig and Werner Brannath", title = "The online closure principle", journal = j-ANN-STAT, volume = "52", number = "2", pages = "817--841", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2370", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62L10", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/The-online-closure-principle/10.1214/24-AOS2370.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "closure principle; familywise error rate; online multiple testing", } @Article{Pilipovic:2024:PEN, author = "Predrag Pilipovic and Adeline Samson and Susanne Ditlevsen", title = "Parameter estimation in nonlinear multivariate stochastic differential equations based on splitting schemes", journal = j-ANN-STAT, volume = "52", number = "2", pages = "842--867", month = apr, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2371", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F12; 62H12; 62M99; 37M15; 60G65", bibdate = "Sat Oct 12 05:56:00 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-2/Parameter-estimation-in-nonlinear-multivariate-stochastic-differential-equations-based-on/10.1214/24-AOS2371.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic normality; consistency; Lp convergence; splitting schemes; Stochastic differential equations; stochastic Lorenz system", } @Article{Anonymous:2024:TCc, author = "Anonymous", title = "Table of Contents", journal = j-ANN-STAT, volume = "52", number = "3", pages = "??--??", month = jun, year = "2024", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/Table-of-Contents/aos523c1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Anonymous:2024:EBc, author = "Anonymous", title = "Editorial Board", journal = j-ANN-STAT, volume = "52", number = "3", pages = "??--??", month = jun, year = "2024", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/Editorial-Board/aos523p1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Niu:2024:RMX, author = "Ziang Niu and Abhinav Chakraborty and Oliver Dukes and Eugene Katsevich", title = "Reconciling model-{$X$} and doubly robust approaches to conditional independence testing", journal = j-ANN-STAT, volume = "52", number = "3", pages = "895--921", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2372", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J07; 62G10; 62G09", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/Reconciling-model-X-and-doubly-robust-approaches-to-conditional-independence/10.1214/24-AOS2372.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "conditional independence testing; conditional randomization test; double robustness; model-X", } @Article{Chen:2024:DEI, author = "Xi Chen and Wenbo Jing and Weidong Liu and Yichen Zhang", title = "Distributed estimation and inference for semiparametric binary response models", journal = j-ANN-STAT, volume = "52", number = "3", pages = "922--947", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2376", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62G08; 62E20", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/Distributed-estimation-and-inference-for-semiparametric-binary-response-models/10.1214/24-AOS2376.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "binary response model; distributed inference; Divide and conquer; maximum score estimator; semiparametric inference", } @Article{Zhao:2024:BRP, author = "Bingxin Zhao and Shurong Zheng and Hongtu Zhu", title = "On blockwise and reference panel-based estimators for genetic data prediction in high dimensions", journal = j-ANN-STAT, volume = "52", number = "3", pages = "948--965", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2378", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J05; 60B20", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/On-blockwise-and-reference-panel-based-estimators-for-genetic-data/10.1214/24-AOS2378.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "block-diagonal covariance matrix; High-dimensional prediction; linkage disequilibrium; Random matrix theory; reference panel", } @Article{Manole:2024:PES, author = "Tudor Manole and Sivaraman Balakrishnan and Jonathan Niles-Weed and Larry Wasserman", title = "Plugin estimation of smooth optimal transport maps", journal = j-ANN-STAT, volume = "52", number = "3", pages = "966--998", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2379", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G20; 62G07; 62C20", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/Plugin-estimation-of-smooth-optimal-transport-maps/10.1214/24-AOS2379.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Brenier potential; central limit theorem; Density estimation; minimax estimation; Optimal transport map; Semiparametric efficiency; Wasserstein distance", } @Article{Xu:2024:CPI, author = "Haotian Xu and Daren Wang and Zifeng Zhao and Yi Yu", title = "Change-point inference in high-dimensional regression models under temporal dependence", journal = j-ANN-STAT, volume = "52", number = "3", pages = "999--1026", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2380", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F30; 62F35", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/Change-point-inference-in-high-dimensional-regression-models-under-temporal/10.1214/24-AOS2380.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Change-point inference; Confidence interval; high-dimensional linear regression; long-run variance; temporal dependence", } @Article{Ding:2024:HDC, author = "Yi Ding and Xinghua Zheng", title = "High-dimensional covariance matrices under dynamic volatility models: Asymptotics and shrinkage estimation", journal = j-ANN-STAT, volume = "52", number = "3", pages = "1027--1049", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2381", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62B20; 62H12; 62M10", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/High-dimensional-covariance-matrices-under-dynamic-volatility-models--Asymptotics/10.1214/24-AOS2381.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "dynamic volatility model; high-dimension; nonlinear shrinkage; Sample covariance matrix; Spectral distribution", } @Article{Song:2024:CAD, author = "Yanglei Song and Georgios Fellouris", title = "Change acceleration and detection", journal = j-ANN-STAT, volume = "52", number = "3", pages = "1050--1075", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2382", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62L05; 62L10", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/Change-acceleration-and-detection/10.1214/24-AOS2382.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "asymptotic optimality; change-point detection; sequential design of experiments", } @Article{Hagrass:2024:SRK, author = "Omar Hagrass and Bharath Sriperumbudur and Bing Li", title = "Spectral regularized kernel two-sample tests", journal = j-ANN-STAT, volume = "52", number = "3", pages = "1076--1101", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2383", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 65J20; 65J22; 46E22; 47A52", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/Spectral-regularized-kernel-two-sample-tests/10.1214/24-AOS2383.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptivity; Bernstein's inequality; Covariance operator; maximum mean discrepancy; Permutation test; reproducing kernel Hilbert space; Spectral regularization; two-sample test; U-statistics", } @Article{Ki:2024:ML, author = "Dohyeong Ki and Billy Fang and Adityanand Guntuboyina", title = "{MARS} via {LASSO}", journal = j-ANN-STAT, volume = "52", number = "3", pages = "1102--1126", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2384", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/MARS-via-LASSO/10.1214/24-AOS2384.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bracketing entropy bounds; constrained least squares estimation; curse of dimensionality; Hardy-Krause variation; infinite-dimensional optimization; integrated Brownian sheet; L1 penalty; locally adaptive regression spline; metric entropy bounds; mixed derivatives; Nonparametric regression; piecewise linear function estimation; Small ball probability; Tensor products; Total variation regularization; Trend filtering", } @Article{Brutsche:2024:SAP, author = "Johannes Brutsche and Angelika Rohde", title = "Sharp adaptive and pathwise stable similarity testing for scalar ergodic diffusions", journal = j-ANN-STAT, volume = "52", number = "3", pages = "1127--1151", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2386", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G10; 62G20; 62M02; 60G22", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/Sharp-adaptive-and-pathwise-stable-similarity-testing-for-scalar-ergodic/10.1214/24-AOS2386.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Diffusions; Empirical processes; sharp adaptivity; similarity", } @Article{Yu:2024:BEL, author = "Haihan Yu and Mark S. Kaiser and Daniel J. Nordman", title = "A blockwise empirical likelihood method for time series in frequency domain inference", journal = j-ANN-STAT, volume = "52", number = "3", pages = "1152--1177", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2388", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M15; 62G09; 62M10", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/A-blockwise-empirical-likelihood-method-for-time-series-in-frequency/10.1214/24-AOS2388.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "bootstrap; periodogram; Resampling; spectral mean statistic; subsampling; Whittle estimation", } @Article{Sell:2024:NCM, author = "Torben Sell and Thomas B. Berrett and Timothy I. Cannings", title = "Nonparametric classification with missing data", journal = j-ANN-STAT, volume = "52", number = "3", pages = "1178--1200", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2389", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62D10; 62G05", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/Nonparametric-classification-with-missing-data/10.1214/24-AOS2389.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "classification; minimax; missing data", } @Article{Chen:2024:DNS, author = "YinFeng Chen and YuLing Jiao and Rui Qiu and Zhou Yu", title = "Deep nonlinear sufficient dimension reduction", journal = j-ANN-STAT, volume = "52", number = "3", pages = "1201--1226", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2390", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62M45; 60G25; 62G08; 62H12", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/Deep-nonlinear-sufficient-dimension-reduction/10.1214/24-AOS2390.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Deep neural networks; generalized martingale difference divergence; sufficient dimension reduction; U-process", } @Article{Zrnic:2024:LSI, author = "Tijana Zrnic and William Fithian", title = "Locally simultaneous inference", journal = j-ANN-STAT, volume = "52", number = "3", pages = "1227--1253", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2391", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62J15; 62F25; 62G15", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/Locally-simultaneous-inference/10.1214/24-AOS2391.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Post-selection inference; selective inference; simultaneous inference", } @Article{Li:2024:SAG, author = "Huiqin Li and Guangming Pan and Yanqing Yin and Wang Zhou", title = "Spectral analysis of gram matrices with missing at random observations: Convergence, central limit theorems, and applications in statistical inference", journal = j-ANN-STAT, volume = "52", number = "3", pages = "1254--1275", month = jun, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2392", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H15; 62B20; 62D10", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-3/Spectral-analysis-of-gram-matrices-with-missing-at-random-observations/10.1214/24-AOS2392.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "central limit theorem; high-dimensionality; Limiting spectral distribution; missing observations; Random matrix theory; Sample covariance matrix", } @Article{Anonymous:2024:TCd, author = "Anonymous", title = "Table of Contents", journal = j-ANN-STAT, volume = "52", number = "4", pages = "??--??", month = aug, year = "2024", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Table-of-Contents/aos524c1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Anonymous:2024:EBd, author = "Anonymous", title = "Editorial Board", journal = j-ANN-STAT, volume = "52", number = "4", pages = "??--??", month = aug, year = "2024", CODEN = "ASTSC7", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Editorial-Board/aos524p1.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", } @Article{Chong:2024:SIR, author = "Carsten H. Chong and Marc Hoffmann and Yanghui Liu and Mathieu Rosenbaum and Gr{\'e}goire Szymansky", title = "Statistical inference for rough volatility: Minimax theory", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1277--1306", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/23-AOS2343", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60G22; 62C20; 62F12; 62M09; 62P20", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Statistical-inference-for-rough-volatility-Minimax-theory/10.1214/23-AOS2343.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "fractional Brownian motion; Minimax optimality; pre-averaging; Rough volatility; Wavelets", } @Article{Altmeyer:2024:OPE, author = "Randolf Altmeyer and Anton Tiepner and Martin Wahl", title = "Optimal parameter estimation for linear {SPDEs} from multiple measurements", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1307--1333", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2364", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "60H15; 60F05; 62F12; 62F35", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Optimal-parameter-estimation-for-linear-SPDEs-from-multiple-measurements/10.1214/24-AOS2364.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "central limit theorem; linear SPDEs; local measurements; minimax lower bound; Parameter estimation; reproducing kernel Hilbert space", } @Article{Thepaut:2024:OES, author = "Sol{\`e}ne Th{\'e}paut and Nicolas Verzelen", title = "Optimal estimation of {Schatten} norms of a rectangular matrix", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1334--1359", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2374", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62H12; 62C20", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Optimal-estimation-of-Schatten-norms-of-a-rectangular-matrix/10.1214/24-AOS2374.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Effective rank; matrix estimation; polynomial approximation; Random matrix; Schatten norm", } @Article{He:2024:HOC, author = "Shengyi He and Henry Lam", title = "Higher-order coverage errors of batching methods via {Edgeworth} expansions on $t$-statistics", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1360--1383", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2377", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E20; 62F40", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Higher-order-coverage-errors-of-batching-methods-via-Edgeworth-expansions/10.1214/24-AOS2377.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Batching methods; coverage errors; Edgeworth expansion; simulation analysis", } @Article{Katsevich:2024:AAG, author = "Anya Katsevich and Philippe Rigollet", title = "On the approximation accuracy of {Gaussian} variational inference", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1384--1409", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2393", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62E17; 62F15", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/On-the-approximation-accuracy-of-Gaussian-variational-inference/10.1214/24-AOS2393.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Gaussian variational inference; Hermite polynomials; posterior integrals", } @Article{Perez-Ortiz:2024:SGI, author = "Muriel Felipe P{\'e}rez-Ortiz and Tyron Lardy and Rianne de Heide and Peter D. Gr{\"u}nwald", title = "E-statistics, group invariance and anytime-valid testing", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1410--1432", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2394", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62L10; 62F03; 62B99", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/E-statistics-group-invariance-and-anytime-valid-testing/10.1214/24-AOS2394.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "anytime-valid methods; Bayes factors; e-values; group invariance; right Haar priors", } @Article{Agapiou:2024:HTB, author = "Sergios Agapiou and Isma{\"e}l Castillo", title = "Heavy-tailed {Bayesian} nonparametric adaptation", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1433--1459", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2397", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62G20", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Heavy-tailed-Bayesian-nonparametric-adaptation/10.1214/24-AOS2397.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "adaptation to smoothness; Bayesian nonparametrics; fractional posteriors; frequentist analysis of posterior distributions; heavy tails", } @Article{Montanari:2024:FLL, author = "Andrea Montanari and Yuchen Wu", title = "Fundamental limits of low-rank matrix estimation with diverging aspect ratios", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1460--1484", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2400", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62B10; 60B20; 94A17", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Fundamental-limits-of-low-rank-matrix-estimation-with-diverging-aspect/10.1214/24-AOS2400.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Gaussian mixture model; matrix factorization", } @Article{Davis:2024:ANO, author = "Damek Davis and Dmitriy Drusvyatskiy and Liwei Jiang", title = "Asymptotic normality and optimality in nonsmooth stochastic approximation", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1485--1508", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2401", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "90C15; 65K05; 65K10", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Asymptotic-normality-and-optimality-in-nonsmooth-stochastic-approximation/10.1214/24-AOS2401.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "active manifold; asymptotic normality; Local asymptotic minimax theory; stochastic gradient; variational inequality", } @Article{Cattaneo:2024:BAI, author = "Matias D. Cattaneo and Michael Jansson and Kenichi Nagasawa", title = "Bootstrap-assisted inference for generalized Grenander-type estimators", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1509--1533", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2402", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G09; 62G20; 62G07; 62G08", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Bootstrap-assisted-inference-for-generalized-Grenander-type-estimators/10.1214/24-AOS2402.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bootstrapping; Monotone estimation; robust inference", } @Article{Luedtke:2024:OSE, author = "Alex Luedtke and Incheoul Chung", title = "One-step estimation of differentiable {Hilbert}-valued parameters", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1534--1563", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2403", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62G15; 62G05", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/One-step-estimation-of-differentiable-Hilbert-valued-parameters/10.1214/24-AOS2403.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "confidence set; Hilbert-valued parameter; nonparametric; one-step estimation", } @Article{Abraham:2024:SMT, author = "Kweku Abraham and Isma{\"e}l Castillo and {\'E}tienne Roquain", title = "Sharp multiple testing boundary for sparse sequences", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1564--1591", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2404", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G20; 62G15", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Sharp-multiple-testing-boundary-for-sparse-sequences/10.1214/24-AOS2404.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Benjamini-Hochberg procedure; False discovery rate; Frequentist analysis of Bayesian procedures; multiple testing; sharp asymptotic minimaxity", } @Article{Doss:2024:NDR, author = "Charles R. Doss and Guangwei Weng and Lan Wang and Ira Moscovice and Tongtan Chantarat", title = "A nonparametric doubly robust test for a continuous treatment effect", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1592--1615", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2405", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62D20; 62G10", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/A-nonparametric-doubly-robust-test-for-a-continuous-treatment-effect/10.1214/24-AOS2405.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Causal inference; double robustness; hypothesis test; nonparametric; U-statistics", } @Article{Zhang:2024:GWD, author = "Zhengxin Zhang and Ziv Goldfeld and Youssef Mroueh and Bharath K. Sriperumbudur", title = "{Gromov--Wasserstein} distances: Entropic regularization, duality and sample complexity", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1616--1645", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2406", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G99; 62H99", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/GromovWasserstein-distances-Entropic-regularization-duality-and-sample-complexity/10.1214/24-AOS2406.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Empirical convergence; entropic regularization; Gromov-Wasserstein distance; sample complexity; strong duality", } @Article{He:2024:OCP, author = "Yong He and Xinbing Kong and Lorenzo Trapani and Long Yu", title = "Online change-point detection for matrix-valued time series with latent two-way factor structure", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1646--1670", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2410", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62L10; 62H25; 62R07", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Online-change-point-detection-for-matrix-valued-time-series-with/10.1214/24-AOS2410.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "factor space; Matrix factor model; online changepoint detection; projection estimation; randomisation", } @Article{Liu:2024:MVD, author = "Weidong Liu and Jiyuan Tu and Xiaojun Mao and Xi Chen", title = "Majority vote for distributed differentially private sign selection", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1671--1690", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2411", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F30; 62F12; 62J05", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Majority-vote-for-distributed-differentially-private-sign-selection/10.1214/24-AOS2411.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "differential privacy; Distributed learning; high-dimensional regression; majority voting; sign selection", } @Article{Rousseau:2024:WCB, author = "Judith Rousseau and Catia Scricciolo", title = "{Wasserstein} convergence in {Bayesian} and frequentist deconvolution models", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1691--1715", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2413", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G07; 62G20", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Wasserstein-convergence-in-Bayesian-and-frequentist-deconvolution-models/10.1214/24-AOS2413.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Adaptation; Density estimation; Dirichlet process mixtures; inversion inequalities; max-sliced Wasserstein metrics; Minimax rates; mixtures of Laplace densities; multivariate deconvolution; rates of convergence; Sobolev classes; Wasserstein metrics", } @Article{Li:2024:DES, author = "Degui Li and Runze Li and Han Lin Shang", title = "Detection and estimation of structural breaks in high-dimensional functional time series", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1716--1740", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2414", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62F03; 62F12; 62M10", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Detection-and-estimation-of-structural-breaks-in-high-dimensional-functional/10.1214/24-AOS2414.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "clustering; CUSUM; functional time series; power enhancement; structural breaks", } @Article{Lee:2024:EFL, author = "Eun Ryung Lee and Seyoung Park and Enno Mammen and Byeong U. Park", title = "Efficient functional {Lasso} kernel smoothing for high-dimensional additive regression", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1741--1773", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2415", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62G05; 62G20", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Efficient-functional-Lasso-kernel-smoothing-for-high-dimensional-additive-regression/10.1214/24-AOS2415.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Additive models; debiasing; functional Lasso; kernel smoothing; Nonparametric regression; Penalization; smooth backfitting; Sparse estimation", } @Article{Yan:2024:LGM, author = "Yuling Yan and Kaizheng Wang and Philippe Rigollet", title = "Learning {Gaussian} mixtures using the {Wasserstein--Fisher--Rao} gradient flow", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1774--1795", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2416", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G05; 62H30", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Learning-Gaussian-mixtures-using-the-WassersteinFisherRao-gradient-flow/10.1214/24-AOS2416.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Gaussian mixture model; nonparametric MLE; Optimal transport; overparameterization; Wasserstein gradient flows; Wasserstein-Fisher-Rao geometry", } @Article{Qiu:2024:EMR, author = "Hongxiang Qiu and Eric Tchetgen Tchetgen and Edgar Dobriban", title = "Efficient and multiply robust risk estimation under general forms of dataset shift", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1796--1824", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2422", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "68Q32; 62G20", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/Efficient-and-multiply-robust-risk-estimation-under-general-forms-of/10.1214/24-AOS2422.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Dataset shift; domain adaptation; efficiency; multiple robustness; Semiparametric model; transfer learning", } @Article{Nickl:2024:PCD, author = "Richard Nickl and Edriss S. Titi", title = "On posterior consistency of data assimilation with {Gaussian} process priors: The {2D-Navier--Stokes} equations", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1825--1844", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2427", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "35Q30; 62G20", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/On-posterior-consistency-of-data-assimilation-with-Gaussian-process-priors/10.1214/24-AOS2427.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "Bayesian inference for the initial condition; nonlinear dynamical system", } @Article{Fan:2024:HDN, author = "Jianqing Fan and Yihong Gu and Wen-Xin Zhou", title = "How do noise tails impact on deep {ReLU} networks?", journal = j-ANN-STAT, volume = "52", number = "4", pages = "1845--1871", month = aug, year = "2024", CODEN = "ASTSC7", DOI = "https://doi.org/10.1214/24-AOS2428", ISSN = "0090-5364 (print), 2168-8966 (electronic)", ISSN-L = "0090-5364", MRclass = "62G08; 62G35", bibdate = "Sat Oct 12 05:56:01 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/annstat2020.bib", URL = "https://projecteuclid.org/journals/annals-of-statistics/volume-52/issue-4/How-do-noise-tails-impact-on-deep-ReLU-networks/10.1214/24-AOS2428.full", acknowledgement = ack-nhfb, ajournal = "Ann. Stat.", fjournal = "Annals of Statistics", journal-URL = "http://projecteuclid.org/all/euclid.aos/", keywords = "approximablility of ReLU networks; composition of functions; heavy tails; Optimal rates; robustness; truncation", }