VOL. 48 · NO. 5 | October 2020
Ann. Statist. 48 (5), (October 2020)
No abstract available
Ann. Statist. 48 (5), (October 2020)
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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