VOL. 47 · NO. 4 | August 2019
Ann. Statist. 47 (4), (August 2019) Open Access
No abstract available
Ann. Statist. 47 (4), (August 2019) Open Access
No abstract available
Quentin Berthet, Philippe Rigollet, Piyush Srivastava
Ann. Statist. 47 (4), 1805-1834, (August 2019) DOI: 10.1214/17-AOS1620 Open Access
KEYWORDS: Ising blockmodel, Curie–Weiss, stochastic blockmodel, planted partition, spectral partitioning, 62H30, 82B20
Steffen Lauritzen, Caroline Uhler, Piotr Zwiernik
Ann. Statist. 47 (4), 1835-1863, (August 2019) DOI: 10.1214/17-AOS1668 Open Access
KEYWORDS: $\mathrm{MTP}_{2}$ distribution, attractive Gaussian Markov random field (GMRF), nonfrustrated GRMF, Gaussian graphical model, inverse M-matrix, ‎ultrametric, 60E15, 62H99, 15B48
Xingwei Tong, Fuqing Gao, Kani Chen, Dingjiao Cai, Jianguo Sun
Ann. Statist. 47 (4), 1864-1892, (August 2019) DOI: 10.1214/18-AOS1726 Open Access
KEYWORDS: Linear transformation model, maximum likelihood estimation, 62F12
Sivaraman Balakrishnan, Larry Wasserman
Ann. Statist. 47 (4), 1893-1927, (August 2019) DOI: 10.1214/18-AOS1729 Open Access
KEYWORDS: Local-minimax, nonparametric goodness-of-fit testing, 60K35
Holger Dette, Andrey Pepelyshev, Anatoly Zhigljavsky
Ann. Statist. 47 (4), 1928-1959, (August 2019) DOI: 10.1214/18-AOS1734 Open Access
KEYWORDS: Linear regression, correlated observations, signed measures, optimal design, BLUE, AR processes, continuous autoregressive model, 62M10, 62M09
Falong Tan, Lixing Zhu
Ann. Statist. 47 (4), 1960-1994, (August 2019) DOI: 10.1214/18-AOS1735 Open Access
KEYWORDS: Adaptive-to-model test, diverging number of predictors, empirical process, martingale transformation, parametric single-index models, sufficient dimension reduction, 62G10, 62M07
Xu Han
Ann. Statist. 47 (4), 1995-2022, (August 2019) DOI: 10.1214/18-AOS1738 Open Access
KEYWORDS: Ultrahigh dimensional variable selection, sure screening property, goodness-of-fit nonparametric screening, conditional strictly convex loss, 62G99
Lionel Truquet
Ann. Statist. 47 (4), 2023-2050, (August 2019) DOI: 10.1214/18-AOS1739 Open Access
KEYWORDS: Markov chains, local stationarity, 62M05, 62G08, 62M10
Farida Enikeeva, Zaid Harchaoui
Ann. Statist. 47 (4), 2051-2079, (August 2019) DOI: 10.1214/18-AOS1740 Open Access
KEYWORDS: Change-point problem, High-dimensional data, Minimax optimality, Sparsity, 62G10, 62H15, 60G35
Debraj Das, Karl Gregory, S. N. Lahiri
Ann. Statist. 47 (4), 2080-2116, (August 2019) DOI: 10.1214/18-AOS1741 Open Access
KEYWORDS: Alasso, naive perturbation bootstrap, modified perturbation bootstrap, second-order correctness, oracle, 62J07, 62G09, 62E20
Pierre Alquier, Vincent Cottet, Guillaume Lecué
Ann. Statist. 47 (4), 2117-2144, (August 2019) DOI: 10.1214/18-AOS1742 Open Access
KEYWORDS: Empirical processes, High-dimensional statistics, 60K35, 62G08, 62C20, 62G05, 62G20
Stefan Richter, Rainer Dahlhaus
Ann. Statist. 47 (4), 2145-2173, (August 2019) DOI: 10.1214/18-AOS1743 Open Access
KEYWORDS: Locally stationary processes, Cross validation, adaptive bandwidth selection, asymptotic optimality, 62M10, 62G20
Yen-Chi Chen
Ann. Statist. 47 (4), 2174-2203, (August 2019) DOI: 10.1214/18-AOS1744 Open Access
KEYWORDS: cluster tree, kernel density estimator, Level set, singular measure, critical points, topological data analysis, 62G20, 62G05, 62G07
Yuxin Chen, Jianqing Fan, Cong Ma, Kaizheng Wang
Ann. Statist. 47 (4), 2204-2235, (August 2019) DOI: 10.1214/18-AOS1745 Open Access
KEYWORDS: Top-$K$ ranking, pairwise comparisons, Spectral method, regularized MLE, entrywise perturbation, leave-one-out analysis, reversible Markov chains, 62F07, 62B10
Mathieu Gerber, Nicolas Chopin, Nick Whiteley
Ann. Statist. 47 (4), 2236-2260, (August 2019) DOI: 10.1214/18-AOS1746 Open Access
KEYWORDS: negative association, Resampling methods, particle filtering, 62G09, 62M20, 60G35
Benedikt Bauer, Michael Kohler
Ann. Statist. 47 (4), 2261-2285, (August 2019) DOI: 10.1214/18-AOS1747 Open Access
KEYWORDS: curse of dimensionality, neural networks, Nonparametric regression, rate of convergence, 62G08, 62G20
Qiyang Han, Jon A. Wellner
Ann. Statist. 47 (4), 2286-2319, (August 2019) DOI: 10.1214/18-AOS1748 Open Access
KEYWORDS: Multiplier empirical process, multiplier inequality, Nonparametric regression, Least squares estimation, sparse linear regression, heavy-tailed errors, 60E15, 62G05
Qian Qin, James P. Hobert
Ann. Statist. 47 (4), 2320-2347, (August 2019) DOI: 10.1214/18-AOS1749 Open Access
KEYWORDS: drift condition, geometric ergodicity, High dimensional inference, large $p$-small $n$, Markov chain Monte Carlo, minorization condition, 60J05, 65C05
Chengchun Shi, Rui Song, Wenbin Lu
Ann. Statist. 47 (4), 2348-2377, (August 2019) DOI: 10.1214/18-AOS1750 Open Access
KEYWORDS: Conditional qualitative treatment effects, Kernel estimation, nonstandard local alternatives, optimal treatment decision making, 62G08, 62G10
Marianna Pensky
Ann. Statist. 47 (4), 2378-2403, (August 2019) DOI: 10.1214/18-AOS1751 Open Access
KEYWORDS: dynamic network, graphon, Stochastic block model, Nonparametric regression, Minimax rate, 60G05, 05C80, 62F35
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