VOL. 52 · NO. 2 | April 2024
Ann. Statist. 52 (2), (April 2024)
No abstract available
Ann. Statist. 52 (2), (April 2024)
No abstract available
Jelena Bradic, Weijie Ji, Yuqian Zhang
Ann. Statist. 52 (2), 415-440, (April 2024) DOI: 10.1214/24-AOS2352
KEYWORDS: Double-robustness, imputed Lasso, model misspecification, missing data, 62C99, 62G35, 62J07
Hamed Hassani, Adel Javanmard
Ann. Statist. 52 (2), 441-465, (April 2024) DOI: 10.1214/24-AOS2353
KEYWORDS: adversarial training, random features models, Precise high-dimensional asymptotics, Gaussian equivalence property, 62E20, 62F12, 62F35
Matias D. Cattaneo, Rajita Chandak, Jason M. Klusowski
Ann. Statist. 52 (2), 466-490, (April 2024) DOI: 10.1214/24-AOS2354
KEYWORDS: decision trees, neural networks, Projection pursuit regression, CART, Random forest, 62G08, 62L12
Bernhard Stankewitz
Ann. Statist. 52 (2), 491-518, (April 2024) DOI: 10.1214/24-AOS2356
KEYWORDS: early stopping, discrepancy principle, adaptive estimation, Oracle inequalities, L2-boosting, orthogonal matching pursuit, 62G05, 62J07, 62F35
Richard Nickl
Ann. Statist. 52 (2), 519-549, (April 2024) DOI: 10.1214/24-AOS2357
KEYWORDS: Bayesian inverse problems, reflected diffusion process, spectral PCA, 35R30, 62G20, 62F15
Anne van Delft, Holger Dette
Ann. Statist. 52 (2), 550-579, (April 2024) DOI: 10.1214/24-AOS2358
KEYWORDS: Functional data analysis, principle components, relevant hypotheses, nuclear operators, Locally stationary processes, Concentration inequalities, Martingale theory, 62M10, 60B12, 62M15, 60F17, 60J05
Jake A. Soloff, Daniel Xiang, William Fithian
Ann. Statist. 52 (2), 580-601, (April 2024) DOI: 10.1214/24-AOS2359
KEYWORDS: local false discovery rates, multiple testing, Empirical Bayes, Grenander estimator, 62J15, 62C12
Jiaqi Li, Likai Chen, Weining Wang, Wei Biao Wu
Ann. Statist. 52 (2), 602-627, (April 2024) DOI: 10.1214/24-AOS2360
KEYWORDS: nonlinear time series, multiple change-point detection, ℓ2 inference, Two-Way MOSUM, Gaussian approximation, temporal and spatial dependence, 62E20, 62M10, 62G20
Patrick Bastian, Holger Dette, Johannes Heiny
Ann. Statist. 52 (2), 628-653, (April 2024) DOI: 10.1214/24-AOS2361
KEYWORDS: Independence testing, relevant association, U-statistics, Gaussian approximation, bootstrap, Minimax optimality, 62G10, 62F40, 62C20
T. Tony Cai, Dongwoo Kim, Hongming Pu
Ann. Statist. 52 (2), 654-678, (April 2024) DOI: 10.1214/24-AOS2362
KEYWORDS: Adaptivity, common design, Functional data analysis, independent design, mean function, minimax rate of convergence, phase transition, transfer learning, 62J05, 62G20
Nilanjana Laha, Aaron Sonabend-W, Rajarshi Mukherjee, Tianxi Cai
Ann. Statist. 52 (2), 679-707, (April 2024) DOI: 10.1214/24-AOS2363
KEYWORDS: dynamic treatment regimes, ‎classification‎, empirical risk minimization, nonconvex optimization
Jinyuan Chang, Qiao Hu, Eric D. Kolaczyk, Qiwei Yao, Fengting Yi
Ann. Statist. 52 (2), 708-728, (April 2024) DOI: 10.1214/24-AOS2365
KEYWORDS: adaptive inference, β-model, bootstrap inference, data privacy, data release mechanism, edge differential privacy, phase transition, 62F12, 68P27, 91D30
Yuling Yan, Yuxin Chen, Jianqing Fan
Ann. Statist. 52 (2), 729-756, (April 2024) DOI: 10.1214/24-AOS2366 Open Access
KEYWORDS: Principal Component Analysis, Confidence regions, missing data, uncertainty quantification, heteroskedastic data, subspace estimation, 62H25, 62E17
Paromita Dubey, Yaqing Chen, Hans-Georg Müller
Ann. Statist. 52 (2), 757-792, (April 2024) DOI: 10.1214/24-AOS2368
KEYWORDS: Distributional data, Fréchet mean, Fréchet regression, Functional data analysis, metric variance, profile metric, transport rank, transport quantile, visualization, Wasserstein metric
Edward H. Kennedy, Sivaraman Balakrishnan, James M. Robins, Larry Wasserman
Ann. Statist. 52 (2), 793-816, (April 2024) DOI: 10.1214/24-AOS2369
KEYWORDS: Causal inference, Functional estimation, higher-order influence functions, Nonparametric regression, Optimal rates of convergence, 62G08, 62H12
Lasse Fischer, Marta Bofill Roig, Werner Brannath
Ann. Statist. 52 (2), 817-841, (April 2024) DOI: 10.1214/24-AOS2370 Open Access
KEYWORDS: online multiple testing, closure principle, familywise error rate, 62L10
Predrag Pilipovic, Adeline Samson, Susanne Ditlevsen
Ann. Statist. 52 (2), 842-867, (April 2024) DOI: 10.1214/24-AOS2371 Open Access
KEYWORDS: asymptotic normality, consistency, Lp convergence, splitting schemes, Stochastic differential equations, stochastic Lorenz system, 62F12, 62H12, 62M99, 37M15, 60G65
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