VOL. 45 · NO. 5 | October 2017
Ann. Statist. 45 (5), (October 2017)
No abstract available
Ann. Statist. 45 (5), (October 2017)
No abstract available
Shahar Mendelson
Ann. Statist. 45 (5), 1835-1862, (October 2017) DOI: 10.1214/16-AOS1510
KEYWORDS: error rates, Gaussian averages, covering numbers, 62G08, 62C20, 60G15
Jingshu Wang, Qingyuan Zhao, Trevor Hastie, Art B. Owen
Ann. Statist. 45 (5), 1863-1894, (October 2017) DOI: 10.1214/16-AOS1511
KEYWORDS: empirical null, surrogate variable analysis, unwanted variation, batch effect, robust regression, 62J15, 62H25
Danna Zhang, Wei Biao Wu
Ann. Statist. 45 (5), 1895-1919, (October 2017) DOI: 10.1214/16-AOS1512
KEYWORDS: Gaussian approximation, high-dimensional time series, Kolmogorov–Smirnov test, long run covariance matrix, simultaneous inference, 62M10, 62E17
Nicolas Verzelen, Ery Arias-Castro
Ann. Statist. 45 (5), 1920-1950, (October 2017) DOI: 10.1214/16-AOS1513
KEYWORDS: Gaussian mixture models, detection of mixtures, feature selection for mixtures, sparse mixture models, the sparse eigenvalue problem, projection tests based on moments, 62H30, 62H15
James M. Robins, Lingling Li, Rajarshi Mukherjee, Eric Tchetgen Tchetgen, Aad van der Vaart
Ann. Statist. 45 (5), 1951-1987, (October 2017) DOI: 10.1214/16-AOS1515
KEYWORDS: Nonlinear functional, nonparametric estimation, $U$-statistic, influence function, tangent space, 62G05, 62G20, 62F25
Morten Overgaard, Erik Thorlund Parner, Jan Pedersen
Ann. Statist. 45 (5), 1988-2015, (October 2017) DOI: 10.1214/16-AOS1516
KEYWORDS: Pseudo-values, functional differentiability, von Mises expansion, pseudo-observation method, p-variation, U-statistics, 62N02, 62F12, 62J12
Lancelot F. James
Ann. Statist. 45 (5), 2016-2045, (October 2017) DOI: 10.1214/16-AOS1517
KEYWORDS: Bayesian statistical machine learning, Indian buffet process, nonparametric latent feature models, Poisson process calculus, spike and slab priors, 60C05, 60G09, 60G57, 60E99
Asya Metelkina, Luc Pronzato
Ann. Statist. 45 (5), 2046-2073, (October 2017) DOI: 10.1214/16-AOS1518
KEYWORDS: optimal design, treatment allocation, bounded design measure, equivalence theorem, multi-armed bandit problem, 62K05, 62P10
Chao Gao, Zongming Ma, Harrison H. Zhou
Ann. Statist. 45 (5), 2074-2101, (October 2017) DOI: 10.1214/16-AOS1519
KEYWORDS: Convex programming, group-Lasso, Minimax rates, computational complexity, planted clique, sparse CCA (SCCA), sparse PCA (SPCA), 62H12, 62C20
Chrystel Feller, Kirsten Schorning, Holger Dette, Georgina Bermann, Björn Bornkamp
Ann. Statist. 45 (5), 2102-2132, (October 2017) DOI: 10.1214/16-AOS1520
KEYWORDS: admissible design, different treatment groups, $D$-optimal design, Loewner ordering, Nonlinear regression, 62K05, 62F03
Weijie Su, Małgorzata Bogdan, Emmanuel Candès
Ann. Statist. 45 (5), 2133-2150, (October 2017) DOI: 10.1214/16-AOS1521
KEYWORDS: Lasso, Lasso path, False discovery rate, false negative rate, power, approximate message passing (AMP), adaptive selection of parameters, 62F03, 62J07, 62J05
Jiashun Jin, Zheng Tracy Ke, Wanjie Wang
Ann. Statist. 45 (5), 2151-2189, (October 2017) DOI: 10.1214/16-AOS1522
KEYWORDS: clustering, Comparison of experiments, Feature selection, Hypothesis testing, $L^{1}$-distance, lower bound, low-rank matrix recovery, phase transition, 62H30, 62H25, 62G05, 62G10
Meng Li, Subhashis Ghosal
Ann. Statist. 45 (5), 2190-2217, (October 2017) DOI: 10.1214/16-AOS1523
KEYWORDS: Boundary detection, Gaussian process on sphere, image, Posterior contraction rate, Random series, squared exponential periodic kernel, Bayesian adaptation, 62G20, 62H35, 62F15, 60G15
Weihao Kong, Gregory Valiant
Ann. Statist. 45 (5), 2218-2247, (October 2017) DOI: 10.1214/16-AOS1525
KEYWORDS: Spectrum estimation, eigenvalues of covariance matrices, sublinear sample size, method of moments, Random matrix theory, high-dimensional inference, 62H12, 62H10
Yves A. Atchadé
Ann. Statist. 45 (5), 2248-2273, (October 2017) DOI: 10.1214/16-AOS1526
KEYWORDS: Quasi-Bayesian inference, high-dimensional inference, Bayesian asymptotics, logistic regression models, discrete graphical models, 62F15, 62Jxx
Ying Zhu
Ann. Statist. 45 (5), 2274-2298, (October 2017) DOI: 10.1214/16-AOS1528
KEYWORDS: High-dimensional statistics, Lasso, nonasymptotic analysis, partially linear models, sample selection, 62J02, 62N01, 62N02, 62G08, 62J12
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