VOL. 50 · NO. 1 | February 2022
Ann. Statist. 50 (1), (February 2022)
No abstract available
Ann. Statist. 50 (1), (February 2022)
No abstract available
Rungang Han, Rebecca Willett, Anru R. Zhang
Ann. Statist. 50 (1), 1-29, (February 2022) DOI: 10.1214/21-AOS2061
KEYWORDS: Generalize tensor estimation, gradient descent, image denoising, low-rank tensor, Minimax optimality, nonconvex optimization, 62H12, 62H25, 62C20
John H. J. Einmahl, Ana Ferreira, Laurens de Haan, Cláudia Neves, Chen Zhou
Ann. Statist. 50 (1), 30-52, (February 2022) DOI: 10.1214/21-AOS2067
KEYWORDS: Multivariate extreme value statistics, non-identical distributions, sequential tail empirical process, testing, 62G32, 62G30, 62G05, 62G10, 62G20, 60F17, 60G70
Anru R. Zhang, T. Tony Cai, Yihong Wu
Ann. Statist. 50 (1), 53-80, (February 2022) DOI: 10.1214/21-AOS2074
KEYWORDS: Factor analysis model, heteroskedasticity, perturbation bound, Principal Component Analysis, Singular value decomposition, 62H12, 62H25, 62C20
Gourab Mukherjee, Iain M. Johnstone
Ann. Statist. 50 (1), 81-106, (February 2022) DOI: 10.1214/21-AOS2086
KEYWORDS: predictive density, asymptotic minimaxity, proper Bayes rule, Sparsity, high dimensional, least favorable prior, spike and slab, 62C12, 62C25, 62F10, 62J07
Bing Li, Jun Song
Ann. Statist. 50 (1), 107-128, (February 2022) DOI: 10.1214/21-AOS2091
KEYWORDS: Carleman operator, weak conditional moment, weak inverse regression estimate, weak average variance estimate, weak directional regression, Function-on-function regression, 62G08, 62H99, 62B05
Yen-Chi Chen
Ann. Statist. 50 (1), 129-146, (February 2022) DOI: 10.1214/21-AOS2094
KEYWORDS: missing data, nonignorable missingness, nomonotone missing, inverse probability weighting, pattern graphs, selection models, 62F30, 62H05, 65D18
Mingao Yuan, Ruiqi Liu, Yang Feng, Zuofeng Shang
Ann. Statist. 50 (1), 147-169, (February 2022) DOI: 10.1214/21-AOS2099
KEYWORDS: Hypergraph, Stochastic block model, Hypothesis testing, contiguity, l-cycle, 62G10, 05C80
Michael Celentano, Andrea Montanari
Ann. Statist. 50 (1), 170-196, (February 2022) DOI: 10.1214/21-AOS2100
KEYWORDS: high-dimensional regression, M-estimation, computational to statistical gaps, approximate message passing, convex, Penalty, 62J05, 62J07, 62F12
Zhou Fan
Ann. Statist. 50 (1), 197-224, (February 2022) DOI: 10.1214/21-AOS2101 Open Access
KEYWORDS: AMP, free probability theory, high-dimensional asymptotics, PCA, 62E20
Ilmun Kim, Sivaraman Balakrishnan, Larry Wasserman
Ann. Statist. 50 (1), 225-251, (February 2022) DOI: 10.1214/21-AOS2103
KEYWORDS: Concentration inequalities, Independence testing, Minimax optimality, permutation tests, two-sample testing, U-statistics, 62C20, 62G10
Asher Spector, Lucas Janson
Ann. Statist. 50 (1), 252-276, (February 2022) DOI: 10.1214/21-AOS2104
KEYWORDS: high-dimensional inference, Knockoffs, model-X, Variable selection, false discovery rate (FDR), power, 62G10, 62J12
Arun K. Kuchibhotla, Rohit K. Patra
Ann. Statist. 50 (1), 277-302, (February 2022) DOI: 10.1214/21-AOS2105
KEYWORDS: Dyadic peeling, finite sample tail probability bounds, interpolation inequality, local envelopes, maximal inequality, heavy tails, 63GO8, 62E17
Élisabeth Gassiat, Sylvain Le Corff, Luc Lehéricy
Ann. Statist. 50 (1), 303-323, (February 2022) DOI: 10.1214/21-AOS2106
KEYWORDS: Deconvolution, Identifiability, nonparametric estimation, Minimax rates, Adaptivity, 62G05, 62G07, 62G20, 62H12
Ashwin Pananjady, Richard J. Samworth
Ann. Statist. 50 (1), 324-350, (February 2022) DOI: 10.1214/21-AOS2107
KEYWORDS: Permutation-based model, statistical-computational gap, adaptive estimation, Shape-constrained estimation, 62G05
Vladimir Vovk, Bin Wang, Ruodu Wang
Ann. Statist. 50 (1), 351-375, (February 2022) DOI: 10.1214/21-AOS2109
KEYWORDS: multiple hypothesis testing, global null, Duality, admissible decisions, e-values, 62G10, 62C15, 62F03
Qiyang Han, Bodhisattva Sen, Yandi Shen
Ann. Statist. 50 (1), 376-406, (February 2022) DOI: 10.1214/21-AOS2111
KEYWORDS: central limit theorem, isotonic regression, Lasso, Normal approximation, power analysis, projection onto a closed convex set, second-order Poincaré inequalities, shape constraint, 60F17, 62E17
Chao Gao, Zongming Ma
Ann. Statist. 50 (1), 407-429, (February 2022) DOI: 10.1214/21-AOS2113
KEYWORDS: Minimax testing error, sparse mixture, phase transition, discrete structure inference, High-dimensional statistics, 62C20, 62H15, 62H30
Samriddha Lahiry, Michael Nussbaum
Ann. Statist. 50 (1), 430-459, (February 2022) DOI: 10.1214/21-AOS2115
KEYWORDS: Pinsker’s theorem, pure quantum state, Hermite–Sobolev class, trace norm distance, quantum Gaussian sequence model, quantum Bayes estimation, local asymptotic equivalence, adaptive estimation, block Stein method, Wigner function, 62G05, 62G20, 62C20, 81P50
Igor Silin, Jianqing Fan
Ann. Statist. 50 (1), 460-486, (February 2022) DOI: 10.1214/21-AOS2116
KEYWORDS: high-dimensional linear regression, covariance eigenvalues decay, thresholding, relative errors, principal component regression, 62J05, 62H12, 62H25
Kin Yau Wong, Donglin Zeng, D. Y. Lin
Ann. Statist. 50 (1), 487-510, (February 2022) DOI: 10.1214/21-AOS2117
KEYWORDS: Censored data, joint analysis, Mixture models, nonparametric estimation, sieve estimation, 62N02, 62G05, 62H30
Jules Depersin, Guillaume Lecué
Ann. Statist. 50 (1), 511-536, (February 2022) DOI: 10.1214/21-AOS2118
KEYWORDS: Empirical processes, robust statistics, algorithms, heavy-tailed data, 62F35, 62G08, 62C20, 62G05, 62G20
Jad Beyhum, Anouar El Ghouch, François Portier, Ingrid Van Keilegom
Ann. Statist. 50 (1), 537-559, (February 2022) DOI: 10.1214/21-AOS2119
KEYWORDS: Cox model, Semiparametric efficiency, nonparametric MLE, variance estimation, misspecification, High-dimensional data, nonconvex penalties, 62N01, 62N02, 62G05, 62G20
Swarnadip Ghosh, Trevor Hastie, Art B. Owen
Ann. Statist. 50 (1), 560-583, (February 2022) DOI: 10.1214/21-AOS2121
KEYWORDS: collapsed Gibbs sampler, mixed effect models, generalized least squares, 62J05, 65C60
Yuetian Luo, Anru R. Zhang
Ann. Statist. 50 (1), 584-613, (February 2022) DOI: 10.1214/21-AOS2123
KEYWORDS: Average-case complexity, high-order clustering, hypergraphic planted clique, hypergraphic planted dense subgraph, statistical-computational phase transition, 62H15, 62C20
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