VOL. 48 · NO. 5 | October 2020
Ann. Statist. 48 (5), (October 2020) Open Access
No abstract available
Ann. Statist. 48 (5), (October 2020) Open Access
No abstract available
Alexander Aue, Anne van Delft
Ann. Statist. 48 (5), 2505-2547, (October 2020) DOI: 10.1214/19-AOS1895
KEYWORDS: Frequency domain methods, Functional data analysis, Locally stationary processes, spectral analysis, 62G99, 62H99, 62M10, 62M15, 91B84
Ismaël Castillo, Étienne Roquain
Ann. Statist. 48 (5), 2548-2574, (October 2020) DOI: 10.1214/19-AOS1897
KEYWORDS: Frequentist properties of Bayesian procedures, False discovery rate, Sparsity, multiple testing, 62C12, 62G10
Anderson Y. Zhang, Harrison H. Zhou
Ann. Statist. 48 (5), 2575-2598, (October 2020) DOI: 10.1214/19-AOS1898
KEYWORDS: Mean field, variational inference, Bayesian, Community detection, Stochastic block model, 60G05
Michael Fauß, Abdelhak M. Zoubir, H. Vincent Poor
Ann. Statist. 48 (5), 2599-2621, (October 2020) DOI: 10.1214/19-AOS1899
KEYWORDS: sequential analysis, minimax procedures, distributional uncertainty, robust hypothesis testing, multiple hypothesis testing, 62L10, 62C20
Ethan X. Fang, Yang Ning, Runze Li
Ann. Statist. 48 (5), 2622-2645, (October 2020) DOI: 10.1214/19-AOS1900
KEYWORDS: False discovery rate, generalized estimating equation, quadratic inference function, 62F03, 62F05
Angelika Rohde, Lukas Steinberger
Ann. Statist. 48 (5), 2646-2670, (October 2020) DOI: 10.1214/19-AOS1901
KEYWORDS: Local differential privacy, minimax estimation, rate of convergence, moduli of continuity, nonparametric estimation, 62G05, 62C20
Jeong Min Jeon, Byeong U. Park
Ann. Statist. 48 (5), 2671-2697, (October 2020) DOI: 10.1214/19-AOS1902
KEYWORDS: Additive models, smooth backfitting, Bochner integral, non-Euclidean data, infinite-dimensional spaces, ‎Hilbert spaces, functional responses, 62G08, 62G20
Sophie Donnet, Vincent Rivoirard, Judith Rousseau
Ann. Statist. 48 (5), 2698-2727, (October 2020) DOI: 10.1214/19-AOS1903
KEYWORDS: multivariate counting process, Hawkes processes, Nonparametric Bayesian estimation, posterior concentration rates, 62G20, 60G55, 62G05
Runmin Wang, Xiaofeng Shao
Ann. Statist. 48 (5), 2728-2758, (October 2020) DOI: 10.1214/19-AOS1904
KEYWORDS: high-dimensional inference, nonlinear time series, Pivotal, self-normalization, U-statistic, 62H15, 60K35, 62G10, 62G20
Johannes O. Royset, Roger J-B Wets
Ann. Statist. 48 (5), 2759-2790, (October 2020) DOI: 10.1214/19-AOS1905
KEYWORDS: Shape-constrained estimation, variational approximations, 62G07
Shuaiwen Wang, Haolei Weng, Arian Maleki
Ann. Statist. 48 (5), 2791-2823, (October 2020) DOI: 10.1214/19-AOS1906
KEYWORDS: Variable selection, high dimension, Bridge regression, two-stage methods, false discovery proportion, true positive proportion, rare signal, large noise, large sample, debiasing, 62J05, 62J07
Edgar Dobriban
Ann. Statist. 48 (5), 2824-2847, (October 2020) DOI: 10.1214/19-AOS1907
KEYWORDS: factor analysis, PCA, parallel analysis, permutation methods, high-dimensional asymptotics, 62H25, 62H12
Chao Gao, Aad W. van der Vaart, Harrison H. Zhou
Ann. Statist. 48 (5), 2848-2878, (October 2020) DOI: 10.1214/19-AOS1909
KEYWORDS: Oracle inequality, Stochastic block model, graphon, sparse linear regression, Aggregation, dictionary learning, posterior contraction, 62C10, 62F15
Bhaswar B. Bhattacharya
Ann. Statist. 48 (5), 2879-2903, (October 2020) DOI: 10.1214/19-AOS1913
KEYWORDS: efficiency, local power, geometric probability, nearest-neighbor graphs, nonparametric hypothesis testing, 62F07, 62G10, 60D05, 60F05, 60C05
Jeremy Heng, Adrian N. Bishop, George Deligiannidis, Arnaud Doucet
Ann. Statist. 48 (5), 2904-2929, (October 2020) DOI: 10.1214/19-AOS1914
KEYWORDS: state space models, annealed importance sampling, Normalizing constants, optimal control, approximate dynamic programming, reinforcement learning, 62M05, 62F12, 62M10
Emilia Pompe, Chris Holmes, Krzysztof Łatuszyński
Ann. Statist. 48 (5), 2930-2952, (October 2020) DOI: 10.1214/19-AOS1916
KEYWORDS: Multimodal distribution, adaptive MCMC, ergodicity, 60J05, 65C05, 62F15
Arun K. Kuchibhotla, Lawrence D. Brown, Andreas Buja, Junhui Cai, Edward I. George, Linda H. Zhao
Ann. Statist. 48 (5), 2953-2981, (October 2020) DOI: 10.1214/19-AOS1917
KEYWORDS: simultaneous inference, multiplier bootstrap, uniform consistency, high-dimensional linear regression, Concentration inequalities, Orlicz norms, Model selection, 62J05, 62F40, 62F25, 62F12
Davy Paindaveine, Thomas Verdebout
Ann. Statist. 48 (5), 2982-2998, (October 2020) DOI: 10.1214/19-AOS1918
KEYWORDS: Concentrated distributions, directional statistics, Le Cam’s asymptotic theory of statistical experiments, local asymptotic normality, superefficiency, 62E20, 62F30, 62F05, 62F12
Kolyan Ray, Aad van der Vaart
Ann. Statist. 48 (5), 2999-3020, (October 2020) DOI: 10.1214/19-AOS1919
KEYWORDS: Bernstein–Von Mises, Gaussian processes, propensity score-dependent priors, Causal inference, Dirichlet process, 62G20, 62G15, 62G08
Dongming Huang, Lucas Janson
Ann. Statist. 48 (5), 3021-3042, (October 2020) DOI: 10.1214/19-AOS1920
KEYWORDS: high-dimensional inference, Knockoffs, model-X, Sufficient statistic, false discovery rate (FDR), topological measure, Graphical model, 62G10, 62B05, 62J02
Olivier Ledoit, Michael Wolf
Ann. Statist. 48 (5), 3043-3065, (October 2020) DOI: 10.1214/19-AOS1921
KEYWORDS: Hilbert transform, Kernel estimation, rotation equivariance, 62H12, 62G20, 15A52
Anthony Lee, Sumeetpal S. Singh, Matti Vihola
Ann. Statist. 48 (5), 3066-3089, (October 2020) DOI: 10.1214/19-AOS1922
KEYWORDS: Backward sampling, convergence rate, coupling, conditional particle filter, unbiased, 65C40, 65C05, 65C35, 65C60
Hanwen Huang
Ann. Statist. 48 (5), 3090-3111, (October 2020) DOI: 10.1214/19-AOS1923
KEYWORDS: Mean square error, minimax, penalized, phase transition, robust, 62J05, 62J07, 62H12
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