VOL. 47 · NO. 4 | August 2019
 
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Frontmatter
Ann. Statist. 47 (4), (August 2019)
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Ann. Statist. 47 (4), (August 2019)
No abstract available
Articles
Quentin Berthet, Philippe Rigollet, Piyush Srivastava
Ann. Statist. 47 (4), 1805-1834, (August 2019) DOI: 10.1214/17-AOS1620
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
KEYWORDS: dynamic network, graphon, Stochastic block model, Nonparametric regression, Minimax rate, 60G05, 05C80, 62F35
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