VOL. 50 · NO. 2 | April 2022
Ann. Statist. 50 (2), (April 2022)
No abstract available
Ann. Statist. 50 (2), (April 2022)
No abstract available
Jelena Bradic, Jianqing Fan, Yinchu Zhu
Ann. Statist. 50 (2), 615-639, (April 2022) DOI: 10.1214/19-AOS1932
KEYWORDS: minimax theory, ℓ2-constraint, confidence intervals, uniform nontestability, 62C20, 62F03, 62F30, 62J07
Xin Bing, Yang Ning, Yaosheng Xu
Ann. Statist. 50 (2), 640-672, (April 2022) DOI: 10.1214/21-AOS2059
KEYWORDS: high-dimensional models, Multivariate response regression, shrinkage, nonsparse estimation, hidden variables, confounding, surrogate variable analysis, 62H12, 62J07
Lan Gao, Qi-Man Shao, Jiasheng Shi
Ann. Statist. 50 (2), 673-697, (April 2022) DOI: 10.1214/21-AOS2122
KEYWORDS: Moderate deviation, self-normalized sums, Dependent random variables, high dimensional, Winsorized mean, 62E17, 62E20, 62J07
T. Tony Cai, Hongji Wei
Ann. Statist. 50 (2), 698-725, (April 2022) DOI: 10.1214/21-AOS2124
KEYWORDS: communication constraints, Distributed learning, Nonparametric regression, Optimal rate of convergence, Adaptation, 62F30, 62B10, 62F12
Yuan Zhang, Dong Xia
Ann. Statist. 50 (2), 726-753, (April 2022) DOI: 10.1214/21-AOS2125
KEYWORDS: Network inference, method of moments, Edgeworth expansion, noisy U-statistic, network bootstrap, network jackknife, 91D30, 60F05, 62E17
Yue Zhao, Irène Gijbels, Ingrid Van Keilegom
Ann. Statist. 50 (2), 754-780, (April 2022) DOI: 10.1214/21-AOS2126
KEYWORDS: Non- and semiparametric regression, normal scores rank correlation estimator, parametric copula, pseudo-likelihood, residual empirical processes, 62H05, 62E20, 62G20, 62G30
Runmin Wang, Changbo Zhu, Stanislav Volgushev, Xiaofeng Shao
Ann. Statist. 50 (2), 781-806, (April 2022) DOI: 10.1214/21-AOS2127
KEYWORDS: CUSUM, segmentation, selfnormalization, structural break, time series, U-statistic, 62H15, 60K35, 62G10, 62G20
Hongyuan Cao, Jun Chen, Xianyang Zhang
Ann. Statist. 50 (2), 807-857, (April 2022) DOI: 10.1214/21-AOS2128
KEYWORDS: EM algorithm, False discovery rate, isotonic regression, local false discovery rate, multiple testing, Pool-Adjacent-Violators algorithm, 62G07, 62G10, 62C12
Mélisande Albert, Béatrice Laurent, Amandine Marrel, Anouar Meynaoui
Ann. Statist. 50 (2), 858-879, (April 2022) DOI: 10.1214/21-AOS2129
KEYWORDS: Nonparametric test of independence, Hilbert–Schmidt independence criterion, permutation methods, uniform separation rates, aggregated tests, non-asymptotic minimax and adaptive tests, 62G10, 62G09
David Gamarnik, Ilias Zadik
Ann. Statist. 50 (2), 880-903, (April 2022) DOI: 10.1214/21-AOS2130
KEYWORDS: high-dimensional linear regression, Sparsity, overlap gap property, all-or-nothing phenomenon, Second moment method, 62J05, 62B10, 68Q87
Kuang-Yao Lee, Lexin Li
Ann. Statist. 50 (2), 904-929, (April 2022) DOI: 10.1214/21-AOS2131
KEYWORDS: Functional central mean subspace, functional central subspace, Function-on-function regression, unbiasedness, exhaustiveness, consistency, ‎reproducing kernel Hilbert ‎space, 62B05, 62G08, 62G20, 62R10
Kin Wai Chan
Ann. Statist. 50 (2), 930-948, (April 2022) DOI: 10.1214/21-AOS2132 Open Access
KEYWORDS: Fraction of missing information, Hypothesis testing, jackknife, missing data, stacking, 62D05, 62F03, 62E20
Trevor Hastie, Andrea Montanari, Saharon Rosset, Ryan J. Tibshirani
Ann. Statist. 50 (2), 949-986, (April 2022) DOI: 10.1214/21-AOS2133
KEYWORDS: regression, interpolation, overparametrization, Ridge regression, Random matrix theory, 62J05, 62J07, 62J02, 62F12
Bhaswar B. Bhattacharya, Sayan Das, Sumit Mukherjee
Ann. Statist. 50 (2), 987-1011, (April 2022) DOI: 10.1214/21-AOS2134
KEYWORDS: fourth moment phenomenon, Motif counting, network analysis, asymptotic inference, Stein’s method, Random graphs, 62G05, 62G20, 05C30
Promit Ghosal, Bodhisattva Sen
Ann. Statist. 50 (2), 1012-1037, (April 2022) DOI: 10.1214/21-AOS2136
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, 62G30, 62G20, 60F15, 35J96
Kristin Kirchner, David Bolin
Ann. Statist. 50 (2), 1038-1065, (April 2022) DOI: 10.1214/21-AOS2138 Open Access
KEYWORDS: kriging, Approximation in Hilbert spaces, spatial statistics, 62M20, 60G12, 60G25, 60G60
Chao Gao, Anderson Y. Zhang
Ann. Statist. 50 (2), 1066-1094, (April 2022) DOI: 10.1214/21-AOS2140
KEYWORDS: k-means clustering, approximate ranking, High-dimensional statistics, multireference alignment, group synchronization, 62F07
Etienne Roquain, Nicolas Verzelen
Ann. Statist. 50 (2), 1095-1123, (April 2022) DOI: 10.1214/21-AOS2141
KEYWORDS: Benjamini–Hochberg procedure, False discovery rate, minimax, multiple testing, phase transition, Sparsity, null distribution, 62G10, 62C20
Long Feng, Tiefeng Jiang, Binghui Liu, Wei Xiong
Ann. Statist. 50 (2), 1124-1143, (April 2022) DOI: 10.1214/21-AOS2142
KEYWORDS: High-dimensional data, panel data models, Hypothesis tests, cross-sectional independence, asymptotic normality, extreme-value distribution, Asymptotic independence, max-sum test, 62F03, 62H15
Zhigang Bao, Xiucai Ding, Jingming Wang, Ke Wang
Ann. Statist. 50 (2), 1144-1169, (April 2022) DOI: 10.1214/21-AOS2143
KEYWORDS: Random matrix, Sample covariance matrix, eigenvector, spiked model, principal component, Adaptive estimator, 60B20, 62G10, 62H10, 15B52, 62H25
Anqi Zhao, Peng Ding
Ann. Statist. 50 (2), 1170-1192, (April 2022) DOI: 10.1214/21-AOS2144
KEYWORDS: Cluster randomization, cluster-robust standard error, covariate adjustment, inverse probability weighting, potential outcome, Randomization inference, 62K15, 62J05, 62G05
Arnak S. Dalalyan, Arshak Minasyan
Ann. Statist. 50 (2), 1193-1219, (April 2022) DOI: 10.1214/21-AOS2145
KEYWORDS: Gaussian mean, robust estimation, Breakdown point, Minimax rate, computational tractability, 62H12, 62F35
Dong Xia, Anru R. Zhang, Yuchen Zhou
Ann. Statist. 50 (2), 1220-1245, (April 2022) DOI: 10.1214/21-AOS2146
KEYWORDS: asymptotic distribution, confidence region, Tensor principal component analysis, tensor regression, statistical inference, 62H10, 62H25
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