VOL. 47 · NO. 3 | June 2019
 
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Frontmatter
Ann. Statist. 47 (3), (June 2019)
No abstract available
Ann. Statist. 47 (3), (June 2019)
No abstract available
Articles
Nanwei Wang, Johannes Rauh, Hélène Massam
Ann. Statist. 47 (3), 1203-1233, (June 2019) DOI: 10.1214/18-AOS1710
KEYWORDS: Existence of the maximum likelihood estimate, marginal polytope, faces, facial sets, extended maximum likelihood estimate, 62H12, 62F10, 62F99
T. Tony Cai, Jing Ma, Linjun Zhang
Ann. Statist. 47 (3), 1234-1267, (June 2019) DOI: 10.1214/18-AOS1711
KEYWORDS: High-dimensional data, unsupervised learning, Gaussian mixture model, EM algorithm, misclustering error, Minimax optimality, 62G15, 62C20, 62H35
George Deligiannidis, Alexandre Bouchard-Côté, Arnaud Doucet
Ann. Statist. 47 (3), 1268-1287, (June 2019) DOI: 10.1214/18-AOS1714
KEYWORDS: Piecewise deterministic Markov process, Markov chain Monte Carlo, geometric ergodicity, change of variable, central limit theorem, 60J25, 65C05, 65C40, 60F05
Joris Bierkens, Paul Fearnhead, Gareth Roberts
Ann. Statist. 47 (3), 1288-1320, (June 2019) DOI: 10.1214/18-AOS1715
KEYWORDS: MCMC, nonreversible Markov process, Piecewise deterministic Markov process, stochastic gradient Langevin dynamics, sub-sampling, exact sampling, 65C60, 65C05, 62F15, 60J25
Hai Shu, Bin Nan
Ann. Statist. 47 (3), 1321-1350, (June 2019) DOI: 10.1214/18-AOS1716
KEYWORDS: Brain functional connectivity, Correlation matrix, heavy tail, High-dimensional data, long memory, minimax optimal convergence rates, nonstationarity, sub-Gaussian tail, temporal dependence, 62H12, 62H35
Vladimir Spokoiny, Niklas Willrich
Ann. Statist. 47 (3), 1351-1380, (June 2019) DOI: 10.1214/18-AOS1717
KEYWORDS: Smallest accepted, oracle, Propagation condition, 62G05, 62G09, 62J15
Hao Chen
Ann. Statist. 47 (3), 1381-1407, (June 2019) DOI: 10.1214/18-AOS1718
KEYWORDS: Change-point, sequential detection, graph-based tests, nonparametrics, scan statistic, tail probability, High-dimensional data, network data, non-Euclidean data, 62G32, 60K35
Lukas Steinberger, Hannes Leeb
Ann. Statist. 47 (3), 1408-1442, (June 2019) DOI: 10.1214/18-AOS1719
KEYWORDS: Pinsker theorem, best linear predictor, Bayes predictor, linear subset regression, non-Gaussian data, high-dimensional models, small sample size, 62H99, 62F99, 62G99
Song Xi Chen, Jun Li, Ping-Shou Zhong
Ann. Statist. 47 (3), 1443-1474, (June 2019) DOI: 10.1214/18-AOS1720
KEYWORDS: ANOVA, data transformation, Large $p$ small $n$, sparse signals, thresholding, two-sample tests for means, 62H15, 62E20
François Bachoc, Hannes Leeb, Benedikt M. Pötscher
Ann. Statist. 47 (3), 1475-1504, (June 2019) DOI: 10.1214/18-AOS1721
KEYWORDS: Inference post-model-selection, confidence intervals, optimal post-model-selection predictors, nonstandard targets, Linear regression, 62F25, 62J05
Shujie Ma, Liping Zhu, Zhiwei Zhang, Chih-Ling Tsai, Raymond J. Carroll
Ann. Statist. 47 (3), 1505-1535, (June 2019) DOI: 10.1214/18-AOS1722
KEYWORDS: Average treatment effect, Dimension reduction, High-dimensional data, multiple-index model, outcome regression, Semiparametric efficiency, 62G08, 62G10, 62G20, 62J07
Mathias Drton, Christopher Fox, Andreas Käufl, Guillaume Pouliot
Ann. Statist. 47 (3), 1536-1553, (June 2019) DOI: 10.1214/18-AOS1724
KEYWORDS: Covariance matrix, Graphical model, maximum likelihood, normal distribution, path diagram, structural equation model, 62H12, 62J05
Garvesh Raskutti, Ming Yuan, Han Chen
Ann. Statist. 47 (3), 1554-1584, (June 2019) DOI: 10.1214/18-AOS1725
KEYWORDS: tensor regression, convex regularization, Gaussian width, intrinsic dimension, low-rank, Sparsity, 60K35
Takumi Saegusa
Ann. Statist. 47 (3), 1585-1615, (June 2019) DOI: 10.1214/18-AOS1727
KEYWORDS: Calibration, data integration, empirical process, nonregular, sampling without replacement, Semiparametric model, 62E20, 62G20, 62D99, 62N01
Sergey G. Bobkov
Ann. Statist. 47 (3), 1616-1633, (June 2019) DOI: 10.1214/18-AOS1728
KEYWORDS: central limit theorem, Edgeworth approximations, 60F05
Stanislav Volgushev, Shih-Kang Chao, Guang Cheng
Ann. Statist. 47 (3), 1634-1662, (June 2019) DOI: 10.1214/18-AOS1730
KEYWORDS: B-spline estimation, conditional distribution function, distributed computing, divide-and-conquer, quantile regression process, 62F12, 62G15, 62G20
Yuta Koike
Ann. Statist. 47 (3), 1663-1687, (June 2019) DOI: 10.1214/18-AOS1731
KEYWORDS: bootstrap, fourth moment phenomenon, Malliavin calculus, Maximum, Stein’s method, uniform confidence bands, 60G15, 60H07, 62E17, 62G20
Dominik Rothenhäusler, Peter Bühlmann, Nicolai Meinshausen
Ann. Statist. 47 (3), 1688-1722, (June 2019) DOI: 10.1214/18-AOS1732
KEYWORDS: Causal inference, structural equation models, high-dimensional consistency, 62J99, 62H99, 68T99
Jonathan P. Williams, Jan Hannig
Ann. Statist. 47 (3), 1723-1753, (June 2019) DOI: 10.1214/18-AOS1733
KEYWORDS: Best subset selection, high-dimensional regression, $L_{0}$ minimization, Feature selection, 62J05, 62F12, 62A01
Ningyuan Chen, Donald K. K. Lee, Sahand N. Negahban
Ann. Statist. 47 (3), 1754-1775, (June 2019) DOI: 10.1214/18-AOS1736
KEYWORDS: spectral estimation, periodogram, window function, thresholding, nonhomogeneous Poisson process, Queueing theory, 62M15, 90B22, 60G55
Yanglei Song, Georgios Fellouris
Ann. Statist. 47 (3), 1776-1803, (June 2019) DOI: 10.1214/18-AOS1737
KEYWORDS: multiple testing, sequential analysis, asymptotic optimality, generalized familywise error rates, misclassification rate, 62L10
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