Memorial issue for Charles Stein
VOL. 49 · NO. 4 | August 2021
Ann. Statist. 49 (4), (August 2021)
No abstract available
Ann. Statist. 49 (4), (August 2021)
No abstract available
Richard J. Samworth, Ming Yuan
Ann. Statist. 49 (4), 1811-1814, (August 2021) DOI: 10.1214/21-AOS2110
No abstract available
Morris L. Eaton, Edward I. George
Ann. Statist. 49 (4), 1815-1822, (August 2021) DOI: 10.1214/21-AOS2075
KEYWORDS: amenability, decision theory, Fiducial inference, Haar measure, minimaxity, 6203, 62C05, 62C20, 62F03, 62F10
William E. Strawderman
Ann. Statist. 49 (4), 1823-1835, (August 2021) DOI: 10.1214/21-AOS2108
KEYWORDS: Admissibility, inadmissibility, minimaxity, 62C15, 62C20, 62F10
A. W. van der Vaart, J. A. Wellner
Ann. Statist. 49 (4), 1836-1849, (August 2021) DOI: 10.1214/21-AOS2056
KEYWORDS: Semiparametric efficiency, efficient score function, 62F12, 62G05, 62G20
Louis H. Y. Chen
Ann. Statist. 49 (4), 1850-1863, (August 2021) DOI: 10.1214/21-AOS2083
KEYWORDS: Stein’s method, Normal approximation, Stein equation, Stein identity, concentration inequality, exchangeable pair, 60F05, 62E17, 60B10
Pierre C. Bellec, Cun-Hui Zhang
Ann. Statist. 49 (4), 1864-1903, (August 2021) DOI: 10.1214/20-AOS2005
KEYWORDS: Stein’s formula, Variance estimate, risk estimate, SURE, SURE for SURE, Lasso, Elastic net, Model selection, variance of model size, debiased estimation, regression, 62H10, 62H12, 62J07, 62G15, 62F35
Christian Borgs, Jennifer T. Chayes, Henry Cohn, Shirshendu Ganguly
Ann. Statist. 49 (4), 1904-1930, (August 2021) DOI: 10.1214/20-AOS1985
KEYWORDS: Sparse networks, estimation, graphons, 62G20, 62H30, 05C80
Giuseppe Di Benedetto, François Caron, Yee Whye Teh
Ann. Statist. 49 (4), 1931-1957, (August 2021) DOI: 10.1214/20-AOS2003
KEYWORDS: power-law, Random partitions, completely random measure, stochastic process, sparse random graph, 62F15, 60G55, 60G57
Christophe Andrieu, Samuel Livingstone
Ann. Statist. 49 (4), 1958-1981, (August 2021) DOI: 10.1214/20-AOS2008
KEYWORDS: Markov chain Monte Carlo, Peskun ordering, Piecewise deterministic Markov processes, 65C40, 65C05, 62J10
Jean Jacod, Jia Li, Zhipeng Liao
Ann. Statist. 49 (4), 1982-1998, (August 2021) DOI: 10.1214/20-AOS2023
KEYWORDS: coupling, high-frequency data, occupation measure, quantiles, Semimartingale, uniform inference, 60F15, 60G44, 62G20
Lan Gao, Yingying Fan, Jinchi Lv, Qi-Man Shao
Ann. Statist. 49 (4), 1999-2020, (August 2021) DOI: 10.1214/20-AOS2024
KEYWORDS: nonparametric inference, high dimensionality, Distance correlation, test of independence, nonlinear dependence detection, central limit theorem, rate of convergence, power, blockchain, 62E20, 62H20, 62G10, 62G20
Hang Deng, Qiyang Han, Cun-Hui Zhang
Ann. Statist. 49 (4), 2021-2052, (August 2021) DOI: 10.1214/20-AOS2025
KEYWORDS: Limit distribution theory, Confidence interval, multiple isotonic regression, Gaussian process, shape constraints, 60E15, 62G05
Haosui Duanmu, Daniel M. Roy
Ann. Statist. 49 (4), 2053-2078, (August 2021) DOI: 10.1214/20-AOS2026 Open Access
KEYWORDS: decision theory, Complete class theorems, nonstandard analysis, 62C07, 62C10, 62A01, 28E05
Ting Ye, Jun Shao, Hyunseung Kang
Ann. Statist. 49 (4), 2079-2100, (August 2021) DOI: 10.1214/20-AOS2027
KEYWORDS: Causal inference, inverse variance weighted estimator, many weak instruments, Mendelian randomization, summary data, 62E30, 60K35, 46N60, 62P10
Donald K. K. Lee, Ningyuan Chen, Hemant Ishwaran
Ann. Statist. 49 (4), 2101-2128, (August 2021) DOI: 10.1214/20-AOS2028 Open Access
KEYWORDS: Survival analysis, gradient boosting, functional data, stepsize shrinkage, regression trees, likelihood functional, 62N02, 62G05, 90B22
Steve Hanneke, Aryeh Kontorovich, Sivan Sabato, Roi Weiss
Ann. Statist. 49 (4), 2129-2150, (August 2021) DOI: 10.1214/20-AOS2029
KEYWORDS: metric space, nearest neighbor, ‎classification‎, Bayes consistency, 54E70, 97K80, 62C12, 03E17, 03E55
Matey Neykov, Sivaraman Balakrishnan, Larry Wasserman
Ann. Statist. 49 (4), 2151-2177, (August 2021) DOI: 10.1214/20-AOS2030
KEYWORDS: Conditional independence, Minimax optimality, Hypothesis testing, 62G10
Caleb Kwon, Eric Mbakop
Ann. Statist. 49 (4), 2178-2205, (August 2021) DOI: 10.1214/20-AOS2032
KEYWORDS: Finite mixture model, latent model, nonparametric mixture, Conditional independence, multivariate data, 62G05, 62G15, 62H30, 47A55, 47G10, 47N30
Yegor Klochkov, Alexey Kroshnin, Nikita Zhivotovskiy
Ann. Statist. 49 (4), 2206-2230, (August 2021) DOI: 10.1214/20-AOS2033
KEYWORDS: clustering, K-means, robust estimation, excess distortion bounds, 62F35, 62F12
Michael Kohler, Sophie Langer
Ann. Statist. 49 (4), 2231-2249, (August 2021) DOI: 10.1214/20-AOS2034 Open Access
KEYWORDS: curse of dimensionality, deep learning, neural networks, Nonparametric regression, rate of convergence, 62G08, 41A25, 82C32
Kamélia Daudel, Randal Douc, François Portier
Ann. Statist. 49 (4), 2250-2270, (August 2021) DOI: 10.1214/20-AOS2035
KEYWORDS: variational inference, alpha-divergence, Kullback–Leibler divergence, Mirror Descent, 62F15, 62F30, 62F35, 62G07, 62L99
Lajos Horváth, Piotr Kokoszka, Shixuan Wang
Ann. Statist. 49 (4), 2271-2291, (August 2021) DOI: 10.1214/20-AOS2036
KEYWORDS: change point detection, Empirical quantile function, sequential monitoring, Wasserstein distance, 62G30, 62L10, 62G10, 62G20
Gytis Kulaitis, Axel Munk, Frank Werner
Ann. Statist. 49 (4), 2292-2312, (August 2021) DOI: 10.1214/20-AOS2037
KEYWORDS: Microscopy, (super)resolution, nanoscopy, minimax, Detection boundary, equivalence of experiments, 91B06, 94A12, 60F05
Léo Miolane, Andrea Montanari
Ann. Statist. 49 (4), 2313-2335, (August 2021) DOI: 10.1214/20-AOS2038
KEYWORDS: Linear regression, Sparsity, Lasso, cross-validation, 62J05, 62J07
Ngai Hang Chan, Wai Leong Ng, Chun Yip Yau, Haihan Yu
Ann. Statist. 49 (4), 2336-2355, (August 2021) DOI: 10.1214/20-AOS2039
KEYWORDS: Bayes-type estimator, Confidence interval, double-sided random process, piecewise stationary time series, structural break, 62M10, 60F25
Joseph Muré
Ann. Statist. 49 (4), 2356-2377, (August 2021) DOI: 10.1214/20-AOS2040
KEYWORDS: Gaussian process, kriging, correlation function, Jeffreys prior, reference prior, integrated likelihood, posterior propriety, 62F15, 62M30, 60G15
Yubai Yuan, Annie Qu
Ann. Statist. 49 (4), 2378-2428, (August 2021) DOI: 10.1214/20-AOS2042
KEYWORDS: Bahadur representation, high-order approximation, multiple networks, Stochastic block model, variational EM, 62R07, 62E17
Correction note
Alex Luedtke, Aurélien Bibaut, Mark van der Laan
Ann. Statist. 49 (4), 2429-2430, (August 2021) DOI: 10.1214/20-AOS2031
KEYWORDS: Efficient estimator, nonregular inference, online estimation, optimal treatment, Pathwise differentiability, Semiparametric model, optimal value, 62G05, 62N99
No abstract available
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