Anderes, Ethan; Møller, Jesper; Rasmussen, Jakob G. Isotropic covariance functions on graphs and their edges. (English) Zbl 1455.62142 Ann. Stat. 48, No. 4, 2478-2503 (2020). Reviewer: Andriy Olenko (Melbourne) MSC: 62J10 62M30 62H22 62R30 05C90 46E22 60K20 PDFBibTeX XMLCite \textit{E. Anderes} et al., Ann. Stat. 48, No. 4, 2478--2503 (2020; Zbl 1455.62142) Full Text: DOI arXiv Euclid
Ding, Xiucai; Zhou, Zhou Estimation and inference for precision matrices of nonstationary time series. (English) Zbl 1471.62461 Ann. Stat. 48, No. 4, 2455-2477 (2020). Reviewer: Joseph Melamed (Los Angeles) MSC: 62M10 62G05 62G10 PDFBibTeX XMLCite \textit{X. Ding} and \textit{Z. Zhou}, Ann. Stat. 48, No. 4, 2455--2477 (2020; Zbl 1471.62461) Full Text: DOI arXiv Euclid
Liu, Yu; Ren, Zhao Minimax estimation of large precision matrices with bandable Cholesky factor. (English) Zbl 1458.62114 Ann. Stat. 48, No. 4, 2428-2454 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H12 62C20 62F12 PDFBibTeX XMLCite \textit{Y. Liu} and \textit{Z. Ren}, Ann. Stat. 48, No. 4, 2428--2454 (2020; Zbl 1458.62114) Full Text: DOI arXiv Euclid
Meyer, Marco; Paparoditis, Efstathios; Kreiss, Jens-Peter Extending the validity of frequency domain bootstrap methods to general stationary processes. (English) Zbl 1458.62207 Ann. Stat. 48, No. 4, 2404-2427 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62M10 62M15 62G09 60G10 PDFBibTeX XMLCite \textit{M. Meyer} et al., Ann. Stat. 48, No. 4, 2404--2427 (2020; Zbl 1458.62207) Full Text: DOI Euclid
Berger, James O.; Sun, Dongchu; Song, Chengyuan Bayesian analysis of the covariance matrix of a multivariate normal distribution with a new class of priors. (English) Zbl 1471.62280 Ann. Stat. 48, No. 4, 2381-2403 (2020). Reviewer: Joseph Melamed (Los Angeles) MSC: 62F15 62C10 62H10 62H12 62J10 PDFBibTeX XMLCite \textit{J. O. Berger} et al., Ann. Stat. 48, No. 4, 2381--2403 (2020; Zbl 1471.62280) Full Text: DOI Euclid
Szabó, Botond; van Zanten, Harry Adaptive distributed methods under communication constraints. (English) Zbl 1455.62097 Ann. Stat. 48, No. 4, 2347-2380 (2020). MSC: 62G20 62G08 62B10 62C20 PDFBibTeX XMLCite \textit{B. Szabó} and \textit{H. van Zanten}, Ann. Stat. 48, No. 4, 2347--2380 (2020; Zbl 1455.62097) Full Text: DOI arXiv Euclid
Patilea, Valentin; van Keilegom, Ingrid A general approach for cure models in survival analysis. (English) Zbl 1455.62193 Ann. Stat. 48, No. 4, 2323-2346 (2020). Reviewer: Pavel Stoynov (Sofia) MSC: 62N01 62N02 62F12 62G05 62J12 62P10 PDFBibTeX XMLCite \textit{V. Patilea} and \textit{I. van Keilegom}, Ann. Stat. 48, No. 4, 2323--2346 (2020; Zbl 1455.62193) Full Text: DOI arXiv Euclid
Bagchi, Pramita; Dette, Holger A test for separability in covariance operators of random surfaces. (English) Zbl 1471.62338 Ann. Stat. 48, No. 4, 2303-2322 (2020). Reviewer: Joseph Melamed (Los Angeles) MSC: 62G10 62G20 62R10 PDFBibTeX XMLCite \textit{P. Bagchi} and \textit{H. Dette}, Ann. Stat. 48, No. 4, 2303--2322 (2020; Zbl 1471.62338) Full Text: DOI arXiv Euclid
Aragam, Bryon; Dan, Chen; Xing, Eric P.; Ravikumar, Pradeep Identifiability of nonparametric mixture models and Bayes optimal clustering. (English) Zbl 1455.62068 Ann. Stat. 48, No. 4, 2277-2302 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62G05 62H30 62H12 PDFBibTeX XMLCite \textit{B. Aragam} et al., Ann. Stat. 48, No. 4, 2277--2302 (2020; Zbl 1455.62068) Full Text: DOI arXiv Euclid
Mourtada, Jaouad; Gaïffas, Stéphane; Scornet, Erwan Minimax optimal rates for Mondrian trees and forests. (English) Zbl 1455.62072 Ann. Stat. 48, No. 4, 2253-2276 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62G08 62C20 62G20 62H30 68T05 PDFBibTeX XMLCite \textit{J. Mourtada} et al., Ann. Stat. 48, No. 4, 2253--2276 (2020; Zbl 1455.62072) Full Text: DOI arXiv Euclid
Porter, Thomas; Stewart, Michael Beyond HC: more sensitive tests for rare/weak alternatives. (English) Zbl 1471.62264 Ann. Stat. 48, No. 4, 2230-2252 (2020). Reviewer: Joseph Melamed (Los Angeles) MSC: 62F03 62F05 62G30 62G32 62J15 PDFBibTeX XMLCite \textit{T. Porter} and \textit{M. Stewart}, Ann. Stat. 48, No. 4, 2230--2252 (2020; Zbl 1471.62264) Full Text: DOI Euclid
Ghoshdastidar, Debarghya; Gutzeit, Maurilio; Carpentier, Alexandra; von Luxburg, Ulrike Two-sample hypothesis testing for inhomogeneous random graphs. (English) Zbl 1456.62108 Ann. Stat. 48, No. 4, 2208-2229 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H15 62C20 05C80 60B20 15B52 PDFBibTeX XMLCite \textit{D. Ghoshdastidar} et al., Ann. Stat. 48, No. 4, 2208--2229 (2020; Zbl 1456.62108) Full Text: DOI arXiv Euclid
Zhang, Fengshuo; Gao, Chao Convergence rates of variational posterior distributions. (English) Zbl 1471.62243 Ann. Stat. 48, No. 4, 2180-2207 (2020). Reviewer: Joseph Melamed (Los Angeles) MSC: 62C12 62F15 PDFBibTeX XMLCite \textit{F. Zhang} and \textit{C. Gao}, Ann. Stat. 48, No. 4, 2180--2207 (2020; Zbl 1471.62243) Full Text: DOI arXiv Euclid
Rousseau, Judith; Szabo, Botond Asymptotic frequentist coverage properties of Bayesian credible sets for sieve priors. (English) Zbl 1471.62350 Ann. Stat. 48, No. 4, 2155-2179 (2020). Reviewer: Joseph Melamed (Los Angeles) MSC: 62G20 62G05 62G08 62G07 62G15 PDFBibTeX XMLCite \textit{J. Rousseau} and \textit{B. Szabo}, Ann. Stat. 48, No. 4, 2155--2179 (2020; Zbl 1471.62350) Full Text: DOI arXiv Euclid
Ding, Shanshan; Qian, Wei; Wang, Lan Double-slicing assisted sufficient dimension reduction for high-dimensional censored data. (English) Zbl 1455.62192 Ann. Stat. 48, No. 4, 2132-2154 (2020). MSC: 62N01 62N02 62H20 62J07 62J20 62G07 62G08 62P10 PDFBibTeX XMLCite \textit{S. Ding} et al., Ann. Stat. 48, No. 4, 2132--2154 (2020; Zbl 1455.62192) Full Text: DOI Euclid
Ročková, Veronika; van der Pas, Stéphanie Posterior concentration for Bayesian regression trees and forests. (English) Zbl 1459.62057 Ann. Stat. 48, No. 4, 2108-2131 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62G08 62G20 62H30 62-08 PDFBibTeX XMLCite \textit{V. Ročková} and \textit{S. van der Pas}, Ann. Stat. 48, No. 4, 2108--2131 (2020; Zbl 1459.62057) Full Text: DOI arXiv Euclid
Gu, Yuqi; Xu, Gongjun Partial identifiability of restricted latent class models. (English) Zbl 1473.62044 Ann. Stat. 48, No. 4, 2082-2107 (2020). MSC: 62E10 62P15 62P10 PDFBibTeX XMLCite \textit{Y. Gu} and \textit{G. Xu}, Ann. Stat. 48, No. 4, 2082--2107 (2020; Zbl 1473.62044) Full Text: DOI arXiv Euclid
Bing, Xin; Bunea, Florentina; Ning, Yang; Wegkamp, Marten Adaptive estimation in structured factor models with applications to overlapping clustering. (English) Zbl 1455.62116 Ann. Stat. 48, No. 4, 2055-2081 (2020). MSC: 62H25 62H30 PDFBibTeX XMLCite \textit{X. Bing} et al., Ann. Stat. 48, No. 4, 2055--2081 (2020; Zbl 1455.62116) Full Text: DOI arXiv Euclid
McGoff, Kevin; Nobel, Andrew B. Empirical risk minimization and complexity of dynamical models. (English) Zbl 1459.62165 Ann. Stat. 48, No. 4, 2031-2054 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62M09 62R40 PDFBibTeX XMLCite \textit{K. McGoff} and \textit{A. B. Nobel}, Ann. Stat. 48, No. 4, 2031--2054 (2020; Zbl 1459.62165) Full Text: DOI arXiv Euclid
Kennedy, Edward H.; Balakrishnan, Sivaraman; G’sell, Max Sharp instruments for classifying compliers and generalizing causal effects. (English) Zbl 1455.62071 Ann. Stat. 48, No. 4, 2008-2030 (2020). MSC: 62G05 62H30 PDFBibTeX XMLCite \textit{E. H. Kennedy} et al., Ann. Stat. 48, No. 4, 2008--2030 (2020; Zbl 1455.62071) Full Text: DOI arXiv Euclid
Wu, Yihong; Yang, Pengkun Optimal estimation of Gaussian mixtures via denoised method of moments. (English) Zbl 1455.62075 Ann. Stat. 48, No. 4, 1981-2007 (2020). MSC: 62G05 62C20 62H30 PDFBibTeX XMLCite \textit{Y. Wu} and \textit{P. Yang}, Ann. Stat. 48, No. 4, 1981--2007 (2020; Zbl 1455.62075) Full Text: DOI arXiv Euclid
Ing, Ching-Kang Model selection for high-dimensional linear regression with dependent observations. (English) Zbl 1459.62172 Ann. Stat. 48, No. 4, 1959-1980 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62M10 62J05 62F07 62F12 62B10 PDFBibTeX XMLCite \textit{C.-K. Ing}, Ann. Stat. 48, No. 4, 1959--1980 (2020; Zbl 1459.62172) Full Text: DOI arXiv Euclid
Kolassa, John E.; Kuffner, Todd A. On the validity of the formal Edgeworth expansion for posterior densities. (English) Zbl 1458.62065 Ann. Stat. 48, No. 4, 1940-1958 (2020). Reviewer: Fraser Daly (Edinburgh) MSC: 62E20 62F15 60F05 PDFBibTeX XMLCite \textit{J. E. Kolassa} and \textit{T. A. Kuffner}, Ann. Stat. 48, No. 4, 1940--1958 (2020; Zbl 1458.62065) Full Text: DOI arXiv Euclid
Zhilova, Mayya Nonclassical Berry-Esseen inequalities and accuracy of the bootstrap. (English) Zbl 1458.62094 Ann. Stat. 48, No. 4, 1922-1939 (2020). Reviewer: Fraser Daly (Edinburgh) MSC: 62G09 60F05 62E17 62F25 62H05 PDFBibTeX XMLCite \textit{M. Zhilova}, Ann. Stat. 48, No. 4, 1922--1939 (2020; Zbl 1458.62094) Full Text: DOI arXiv Euclid
Schmidt-Hieber, Johannes Rejoinder: “Nonparametric regression using deep neural networks with ReLU activation function”. (English) Zbl 1455.62086 Ann. Stat. 48, No. 4, 1916-1921 (2020). MSC: 62G08 62M45 62C20 PDFBibTeX XMLCite \textit{J. Schmidt-Hieber}, Ann. Stat. 48, No. 4, 1916--1921 (2020; Zbl 1455.62086) Full Text: DOI Euclid
Shamir, Ohad Discussion of: “Nonparametric regression using deep neural networks with ReLU activation function”. (English) Zbl 1455.62087 Ann. Stat. 48, No. 4, 1911-1915 (2020). MSC: 62G08 62M45 62C20 PDFBibTeX XMLCite \textit{O. Shamir}, Ann. Stat. 48, No. 4, 1911--1915 (2020; Zbl 1455.62087) Full Text: DOI Euclid
Schmidt-Hieber, Johannes Nonparametric regression using deep neural networks with ReLU activation function. (English) Zbl 1459.62059 Ann. Stat. 48, No. 4, 1875-1897 (2020); correction ibid. 52, No. 1, 413-414 (2024). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62G08 62M45 62C20 42C40 68T07 PDFBibTeX XMLCite \textit{J. Schmidt-Hieber}, Ann. Stat. 48, No. 4, 1875--1897 (2020; Zbl 1459.62059) Full Text: DOI arXiv Euclid