VOL. 49 · NO. 2 | April 2021
Ann. Statist. 49 (2), (April 2021)
No abstract available
Ann. Statist. 49 (2), (April 2021)
No abstract available
Denis Belomestny, Alexander Goldenshluger
Ann. Statist. 49 (2), 615-649, (April 2021) DOI: 10.1214/20-AOS1969
KEYWORDS: density deconvolution, minimax risk, Characteristic function, Laplace transform, lower bounds, Density estimation, 62G07, 62G20
Min Xu, Richard J. Samworth
Ann. Statist. 49 (2), 650-672, (April 2021) DOI: 10.1214/20-AOS1972
KEYWORDS: Density estimation, nonparametric estimation, Shape-constrained estimation, High-dimensional statistics, 62G07
Fredrik Sävje, Peter M. Aronow, Michael G. Hudgens
Ann. Statist. 49 (2), 673-701, (April 2021) DOI: 10.1214/20-AOS1973
KEYWORDS: causal effects, Causal inference, experiments, SUTVA, 62G20, 62D99, 62K99
Fritjof Freise, Norbert Gaffke, Rainer Schwabe
Ann. Statist. 49 (2), 702-722, (April 2021) DOI: 10.1214/20-AOS1974
KEYWORDS: Nonlinear regression, approximate design, D-optimality, adaptive estimation, strong consistency, asymptotic normality, 62L05, 62F12, 62J12
Federico Camerlenghi, Stefano Favaro, Zacharie Naulet, Francesca Panero
Ann. Statist. 49 (2), 723-744, (April 2021) DOI: 10.1214/20-AOS1975
KEYWORDS: Disclosure risk assessment, microdata sample, nonparametric inference, optimal minimax procedure, Poisson abundance model, polynomial approximation, 62G05, 62C20
Jing Lei
Ann. Statist. 49 (2), 745-768, (April 2021) DOI: 10.1214/20-AOS1976
KEYWORDS: network data, exchangeable random graph, Kreǐn space, spectral embedding, 62E10, 62G05, 62M15
Billy Fang, Adityanand Guntuboyina, Bodhisattva Sen
Ann. Statist. 49 (2), 769-792, (April 2021) DOI: 10.1214/20-AOS1977
KEYWORDS: Almost parametric risk, bounded mixed derivative, (constrained) least squares estimation, curse of dimensionality, dimension independent risk, multivariate shape constrained regression, Nonparametric regression, risk under the squared error loss, 62G08
Daniel Nevo, Judith J. Lok, Donna Spiegelman
Ann. Statist. 49 (2), 793-819, (April 2021) DOI: 10.1214/20-AOS1978
KEYWORDS: Adaptive designs, dependent sample, coupling, public health, 62K99, 62L99, 62F12, 62F10, 62F05, 62J12
Soumendra N. Lahiri
Ann. Statist. 49 (2), 820-844, (April 2021) DOI: 10.1214/20-AOS1979
KEYWORDS: asymptotic normality, Irrepresentable Condition, oracle property, regularization, 62E20, 62J05
Laurent Davezies, Xavier D’Haultfœuille, Yannick Guyonvarch
Ann. Statist. 49 (2), 845-862, (April 2021) DOI: 10.1214/20-AOS1981
KEYWORDS: Exchangeable arrays, Empirical processes, bootstrap, 60F17, 60G09, 62F40
Federico Camerlenghi, Antonio Lijoi, Igor Prünster
Ann. Statist. 49 (2), 863-884, (April 2021) DOI: 10.1214/20-AOS1982
KEYWORDS: Bayesian nonparametrics, completely random measures, generalized gamma processes, hazard rate mixtures, hierarchical processes, Meta-analysis, Partial exchangeability, 62F15, 62N02, 60G57
Bernard Delyon, François Portier
Ann. Statist. 49 (2), 885-917, (April 2021) DOI: 10.1214/20-AOS1983
KEYWORDS: Monte Carlo methods, Adaptive importance sampling, kernel density estimation, martingale methods, 65C05, 62G07, 60F05
Edgar Dobriban, Yue Sheng
Ann. Statist. 49 (2), 918-943, (April 2021) DOI: 10.1214/20-AOS1984
KEYWORDS: Linear regression, Distributed learning, parallel computation, Random matrix theory, high dimensional, 62J05, 65Y05, 68W10, 68W15
Changxiao Cai, Gen Li, Yuejie Chi, H. Vincent Poor, Yuxin Chen
Ann. Statist. 49 (2), 944-967, (April 2021) DOI: 10.1214/20-AOS1986
KEYWORDS: Spectral method, Principal Component Analysis, tensor completion, Covariance estimation, missing data, spectral clustering, leave-one-out analysis, 62F10, 62H25
Bernard Bercu, Jérémie Bigot
Ann. Statist. 49 (2), 968-987, (April 2021) DOI: 10.1214/20-AOS1987
KEYWORDS: Stochastic optimisation, convergence of random variables, Optimal transport, entropic regularization, Sinkhorn divergence, Wasserstein distance, 62G05, 62G20
Gabriel Chandler, Wolfgang Polonik
Ann. Statist. 49 (2), 988-1010, (April 2021) DOI: 10.1214/20-AOS1988
KEYWORDS: Kernel-trick, local depth, kernelized depth, visualization, VC-classes, curse of dimensionality, nonlinear dimension reduction, random set, 62G07, 62GHXX
Moumita Chakraborty, Subhashis Ghosal
Ann. Statist. 49 (2), 1011-1028, (April 2021) DOI: 10.1214/20-AOS1989
KEYWORDS: Nonparametric regression, Monotonicity, Credible set, coverage, Chernoff’s distribution, projection-posterior, 62G08, 62F15, 62G05, 62G10, 62G15, 62G20
Behrooz Ghorbani, Song Mei, Theodor Misiakiewicz, Andrea Montanari
Ann. Statist. 49 (2), 1029-1054, (April 2021) DOI: 10.1214/20-AOS1990
KEYWORDS: Two-layers neural networks, random features, neural tangent kernel, approximation bounds, kernel ridge regression, 62G08, 62J07
Steven R. Howard, Aaditya Ramdas, Jon McAuliffe, Jasjeet Sekhon
Ann. Statist. 49 (2), 1055-1080, (April 2021) DOI: 10.1214/20-AOS1991
KEYWORDS: Confidence sequence, finite LIL bound, empirical-Bernstein bound, sequential probability ratio test, matrix concentration, potential outcomes, 62L12, 62G05, 60G42, 60B20
Haoyang Liu, Chao Gao, Richard J. Samworth
Ann. Statist. 49 (2), 1081-1112, (April 2021) DOI: 10.1214/20-AOS1994
KEYWORDS: Minimax detection boundary, iterated logarithm, time series, 62C20
Xiucai Ding, Fan Yang
Ann. Statist. 49 (2), 1113-1138, (April 2021) DOI: 10.1214/20-AOS1995
KEYWORDS: Spiked separable covariance matrices, principal components, BBP transition, local laws, 15B52, 62E20, 62H99
Marc Hallin, Eustasio del Barrio, Juan Cuesta-Albertos, Carlos Matrán
Ann. Statist. 49 (2), 1139-1165, (April 2021) DOI: 10.1214/20-AOS1996
KEYWORDS: multivariate distribution function, Multivariate quantiles, multivariate ranks, multivariate signs, Glivenko–Cantelli theorem, Basu theorem, distribution-freeness, ancillarity, cyclical monotonicity, 62G30, 62B05
Jan-Christian Hütter, Philippe Rigollet
Ann. Statist. 49 (2), 1166-1194, (April 2021) DOI: 10.1214/20-AOS1997
KEYWORDS: Optimal transport, nonparametric estimation, Minimax rates, wavelet estimator, 62G05
James A. Duffy, Ioannis Kasparis
Ann. Statist. 49 (2), 1195-1217, (April 2021) DOI: 10.1214/20-AOS1998
KEYWORDS: Fractional process, half unit root, kernel regression, specification testing, mildly integrated process, weakly nonstationary process, 62M10, 62F12, 62G08
Jelle J. Goeman, Jesse Hemerik, Aldo Solari
Ann. Statist. 49 (2), 1218-1238, (April 2021) DOI: 10.1214/20-AOS1999
KEYWORDS: familywise error rate, selective inference, simultaneous inference, multiple testing, higher criticism, 62F03
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