VOL. 51 · NO. 5 | October 2023
Ann. Statist. 51 (5), (October 2023)
No abstract available
Ann. Statist. 51 (5), (October 2023)
No abstract available
Yang Liu, Feifang Hu
Ann. Statist. 51 (5), 1895-1920, (October 2023) DOI: 10.1214/23-AOS2308
KEYWORDS: treatment effect, covariate effect, Identifiability, inconsistency, Hypothesis tests, CAR procedures, conservativeness of test, 62G99, 62L05, 62F03, 60G42
Song Xi Chen, Yumou Qiu, Shuyi Zhang
Ann. Statist. 51 (5), 1921-1945, (October 2023) DOI: 10.1214/23-AOS2310
KEYWORDS: Covariance matrix, Detection boundary, high dimensionality, minimax, rare and faint signal, thresholding, 62C20, 62H15, 62H20
Fabian Mies, Mark Podolskij
Ann. Statist. 51 (5), 1946-1964, (October 2023) DOI: 10.1214/23-AOS2312
KEYWORDS: High frequency data, linear fractional stable motion, Lévy processes, Parametric estimation, Self-similar processes, 60G22, 62F12, 62E20, 62M09, 60F05
Tzu-Jung Huang, Alex Luedtke, Ian W. McKeague
Ann. Statist. 51 (5), 1965-1988, (October 2023) DOI: 10.1214/23-AOS2313
KEYWORDS: Marginal screening, Post-selection inference, Semiparametric efficiency, 62N03, 62G10, 62G20
Olga Klopp, Maxim Panov, Suzanne Sigalla, Alexandre B. Tsybakov
Ann. Statist. 51 (5), 1989-2014, (October 2023) DOI: 10.1214/23-AOS2316
KEYWORDS: topic model, latent variable model, nonnegative matrix factorization, minimax rate of convergence, adaptive estimation, 62G05, 60C05
Yaqi Duan, Kaizheng Wang
Ann. Statist. 51 (5), 2015-2039, (October 2023) DOI: 10.1214/23-AOS2319
KEYWORDS: multitask learning, Adaptivity, robustness, model misspecification, clustering, low-rank model, 62R07, 62F10
Abdelaati Daouia, Gilles Stupfler, Antoine Usseglio-Carleve
Ann. Statist. 51 (5), 2040-2066, (October 2023) DOI: 10.1214/23-AOS2320
KEYWORDS: conditional quantiles, conditional expectiles, Extreme value analysis, heavy tails, inference, Mixing, Nonparametric regression, 62G32, 62G05, 62G08, 62G15, 62G20, 62G30
Marco Avella-Medina, Casey Bradshaw, Po-Ling Loh
Ann. Statist. 51 (5), 2067-2092, (October 2023) DOI: 10.1214/23-AOS2321
KEYWORDS: differential privacy, M-estimation, statistical inference, gradient descent, Newton’s method, 62F10, 68P27
Jianqing Fan, Zhipeng Lou, Mengxin Yu
Ann. Statist. 51 (5), 2093-2115, (October 2023) DOI: 10.1214/23-AOS2322
KEYWORDS: Robust statistical inference, heavy-tailed data, tuning free, weighted bootstrap, large-scale multiple testing, 62F35, 62F40, 62J15
Alexander Mangulad Christgau, Lasse Petersen, Niels Richard Hansen
Ann. Statist. 51 (5), 2116-2144, (October 2023) DOI: 10.1214/23-AOS2323
KEYWORDS: nonparametric inference, local independence, Double machine learning, functional CLT, Stochastic processes, 62G10, 62G20
Hai-Dang Dau, Nicolas Chopin
Ann. Statist. 51 (5), 2145-2169, (October 2023) DOI: 10.1214/23-AOS2324
KEYWORDS: state-space model, smoothing, sequential Monte Carlo, 62M05, 65C05, 65Y20
Thomas B. Berrett, Richard J. Samworth
Ann. Statist. 51 (5), 2170-2193, (October 2023) DOI: 10.1214/23-AOS2326 Open Access
KEYWORDS: missing data, missing completely at random, minimax testing, linear programming, 62G10
Michael Celentano, Andrea Montanari, Yuting Wei
Ann. Statist. 51 (5), 2194-2220, (October 2023) DOI: 10.1214/23-AOS2327
KEYWORDS: Lasso, debiased Lasso, exact asymptotics, convex Gaussian min–max theorem, Gaussian designs, Gaussian width, 62J07, 62E17, 62F05, 62F12
Dimitri Konen, Davy Paindaveine
Ann. Statist. 51 (5), 2221-2245, (October 2023) DOI: 10.1214/23-AOS2332
KEYWORDS: Centrality regions, directional statistics, Fréchet medians, Multivariate quantiles, spatial quantiles, Statistical depth, 62R30, 62G99, 62E10, 62G20
Zhijun Liu, Jiang Hu, Zhidong Bai, Haiyan Song
Ann. Statist. 51 (5), 2246-2271, (October 2023) DOI: 10.1214/23-AOS2333
KEYWORDS: Empirical spectral distribution, linear spectral statistic, Random matrix, Stieltjes transform, 60B20, 60F05
Fabian J. E. Telschow, Dan Cheng, Pratyush Pranav, Armin Schwartzman
Ann. Statist. 51 (5), 2272-2297, (October 2023) DOI: 10.1214/23-AOS2337 Open Access
KEYWORDS: Random field theory, Lipschitz–Killing curvatures, Gaussian related fields, Euler characteristic, 60G15, 60G60, 62M40
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