VOL. 52 · NO. 1 | February 2024
Ann. Statist. 52 (1), (February 2024)
No abstract available
Ann. Statist. 52 (1), (February 2024)
No abstract available
John C. Duchi, Feng Ruan
Ann. Statist. 52 (1), 1-51, (February 2024) DOI: 10.1214/22-AOS2227
KEYWORDS: Locally private estimation, local minimax complexity, L1 information, strong data processing inequalities, 62G05, 62G10, 68P27
Zhou Fan, Roy R. Lederman, Yi Sun, Tianhao Wang, Sheng Xu
Ann. Statist. 52 (1), 52-77, (February 2024) DOI: 10.1214/23-AOS2292 Open Access
KEYWORDS: Mixture models, nonparametric function estimation, group invariance, 62G08
Lu Zhang, Junwei Lu
Ann. Statist. 52 (1), 78-102, (February 2024) DOI: 10.1214/23-AOS2296 Open Access
KEYWORDS: graphical models, multiple testing, false discovery rate control, combinatorial inference, Gaussian multiplier bootstrap, comparison bounds, 62H15, 62H22, 60F99
Andreas Gerhardus
Ann. Statist. 52 (1), 103-130, (February 2024) DOI: 10.1214/23-AOS2325
KEYWORDS: causal graph, ancestral graph, time series, latent variable, Causal inference, causal discovery, 62A09, 62D20, 62M10, 68T30, 68T37
Rishabh Dudeja, Daniel Hsu
Ann. Statist. 52 (1), 131-156, (February 2024) DOI: 10.1214/23-AOS2331
KEYWORDS: Statistical-computational trade-offs, tensors, 62F30, 68Q17
Ariane Marandon, Lihua Lei, David Mary, Etienne Roquain
Ann. Statist. 52 (1), 157-183, (February 2024) DOI: 10.1214/23-AOS2338
KEYWORDS: Adaptive multiple testing, novelty detection, False discovery rate, conformal p-values, machine learning, ‎classification‎, neural network, knockoff, 62J15, 62G10, 62H30
Yeqing Zhou, Kai Xu, Liping Zhu, Runze Li
Ann. Statist. 52 (1), 184-206, (February 2024) DOI: 10.1214/23-AOS2339
KEYWORDS: Bergsma–Dassios–Yanagimoto’s τ∗, Blum–Kiefer–Rosenblatt’s R, Degenerate U-statistics, Hoeffding’s D, 62G10, 62G20
Changxiao Cai, T. Tony Cai, Hongzhe Li
Ann. Statist. 52 (1), 207-232, (February 2024) DOI: 10.1214/23-AOS2341
KEYWORDS: Contextual multi-armed bandit, transfer learning, covariate shift, Minimax rate, regret bounds, Adaptivity, self-similarity, 62G08, 62L12
Gen Li, Laixi Shi, Yuxin Chen, Yuejie Chi, Yuting Wei
Ann. Statist. 52 (1), 233-260, (February 2024) DOI: 10.1214/23-AOS2342 Open Access
KEYWORDS: Markov decision process, offline reinforcement learning, distribution shift, sample complexity, Minimax optimality, 62C20
Zehao Dou, Zhou Fan, Harrison H. Zhou
Ann. Statist. 52 (1), 261-284, (February 2024) DOI: 10.1214/23-AOS2346 Open Access
KEYWORDS: Function estimation, group invariance, bispectrum inversion, 62G05, 62C20
Wen Wang, Shihao Wu, Ziwei Zhu, Ling Zhou, Peter X.-K. Song
Ann. Statist. 52 (1), 285-310, (February 2024) DOI: 10.1214/23-AOS2347
KEYWORDS: clustering, Dimension reduction, mixed integer optimization, linear model, supervised learning, 60J05, 90C11, 62P10
Axel Bücher, Cambyse Pakzad
Ann. Statist. 52 (1), 311-334, (February 2024) DOI: 10.1214/23-AOS2348
KEYWORDS: empirical copula process, High-dimensional statistics, higher-order dependence, Moebius transform, Lancaster interaction, rank based inference, 62G10, 62H15, 60F05
Ilsang Ohn, Lizhen Lin
Ann. Statist. 52 (1), 335-363, (February 2024) DOI: 10.1214/23-AOS2349
KEYWORDS: variational Bayes, adaptive inference, Posterior contraction rates, model selection consistency, Deep neural networks, quasi-posteriors, 62C10, 62G20
Weilin Chen, Clifford Lam
Ann. Statist. 52 (1), 364-391, (February 2024) DOI: 10.1214/23-AOS2350
KEYWORDS: Core rank tensor, tensor fibres pre-averaging, strongest factors projection, iterative projection algorithm, bootstrap tensor fibres, 62H25, 62H12
T. Tony Cai, Ran Chen, Yuancheng Zhu
Ann. Statist. 52 (1), 392-411, (February 2024) DOI: 10.1214/24-AOS2355
KEYWORDS: Adaptivity, Confidence interval, Nonparametric regression, Minimax optimality, modulus of continuity, uncertainty principle, White noise model, 62G08, 62G99, 62G20
Didier Chételat
Ann. Statist. 52 (1), 412, (February 2024) DOI: 10.1214/23-AOS2344
KEYWORDS: minimax estimation, James–Stein estimator, high-dimensional inference, 62F10, 62C20, 62H12
Johannes Schmidt-Hieber, Don Vu
Ann. Statist. 52 (1), 413-414, (February 2024) DOI: 10.1214/24-AOS2351
No abstract available
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