VOL. 41 · NO. 6 | December 2013
Ann. Statist. 41 (6), (December 2013) Open Access
No abstract available
Ann. Statist. 41 (6), (December 2013) Open Access
No abstract available
Mohammad Naghshvar, Tara Javidi
Ann. Statist. 41 (6), 2703-2738, (December 2013) DOI: 10.1214/13-AOS1144 Open Access
KEYWORDS: Active hypothesis testing, sequential analysis, Optimal stopping, dynamic programming, feedback gain, error exponent, information acquisition rate, 62F03, 62B10, 62B15, 62L05
Raymond J. Carroll, Aurore Delaigle, Peter Hall
Ann. Statist. 41 (6), 2739-2767, (December 2013) DOI: 10.1214/13-AOS1158 Open Access
KEYWORDS: Centroid method, discrimination, kernel smoothing, quadratic discrimination, smoothing parameter choice, training data, 62G08
Rahul Mukerjee, Boxin Tang
Ann. Statist. 41 (6), 2768-2785, (December 2013) DOI: 10.1214/13-AOS1160 Open Access
KEYWORDS: Foldover, Gray map, highly fractionated design, minimum aberration, minimum moment aberration, projectivity, resolution, 62K15
Victor Chernozhukov, Denis Chetverikov, Kengo Kato
Ann. Statist. 41 (6), 2786-2819, (December 2013) DOI: 10.1214/13-AOS1161 Open Access
KEYWORDS: Dantzig selector, Slepian, Stein method, maximum of vector sums, high dimensionality, anti-concentration, 62E17, 62F40
Ping-Shou Zhong, Song Xi Chen, Minya Xu
Ann. Statist. 41 (6), 2820-2851, (December 2013) DOI: 10.1214/13-AOS1168 Open Access
KEYWORDS: large deviation, large $p$, small $n$, optimal detection boundary, sparse signal, thresholding, Weak dependence, 62H15, 62G20, 62G32
Richard Nickl, Sara van de Geer
Ann. Statist. 41 (6), 2852-2876, (December 2013) DOI: 10.1214/13-AOS1170 Open Access
KEYWORDS: Composite testing problem, high-dimensional inference, Detection boundary, quadratic risk estimation, 62J05, 62G15
Hock Peng Chan, Tze Leung Lai
Ann. Statist. 41 (6), 2877-2904, (December 2013) DOI: 10.1214/13-AOS1172 Open Access
KEYWORDS: particle filter, importance sampling and resampling, standard error, 60F10, 65C05, 60J22, 60K35
Vincent Q. Vu, Jing Lei
Ann. Statist. 41 (6), 2905-2947, (December 2013) DOI: 10.1214/13-AOS1151 Open Access
KEYWORDS: principal components analysis, subspace estimation, Sparsity, High-dimensional statistics, minimax bounds, random matrices, 62H25, 62H12, 62C20
Weidong Liu
Ann. Statist. 41 (6), 2948-2978, (December 2013) DOI: 10.1214/13-AOS1169 Open Access
KEYWORDS: False discovery rate, Gaussian graphical model, multiple tests, 62H12, 62H15
Estate Khmaladze
Ann. Statist. 41 (6), 2979-2993, (December 2013) DOI: 10.1214/13-AOS1176 Open Access
KEYWORDS: Components of chi-square statistics, unitary transformations, parametric families of distributions, projections, power-law distributions, Zipf’s law, 62D05, 62E20, 62E05, 62F10
Xiaohui Chen, Mengyu Xu, Wei Biao Wu
Ann. Statist. 41 (6), 2994-3021, (December 2013) DOI: 10.1214/13-AOS1182 Open Access
KEYWORDS: high-dimensional inference, Sparsity, Covariance matrix, precision matrix, thresholding, Lasso, Dependence, functional dependence measure, consistency, Nagaev inequality, nonstationary time series, spatial–temporal processes, 62H12, 62M10
Po-Ling Loh, Martin J. Wainwright
Ann. Statist. 41 (6), 3022-3049, (December 2013) DOI: 10.1214/13-AOS1162 Open Access
KEYWORDS: graphical models, Markov random fields, Model selection, inverse covariance estimation, High-dimensional statistics, exponential families, Legendre duality, 62F12, 68W25
Daniel J. Nordman, Helle Bunzel, Soumendra N. Lahiri
Ann. Statist. 41 (6), 3050-3073, (December 2013) DOI: 10.1214/13-AOS1174 Open Access
KEYWORDS: Brownian motion, Confidence regions, stationarity, Weak dependence, 62G09, 62G20, 62M10
T. Tony Cai, Zongming Ma, Yihong Wu
Ann. Statist. 41 (6), 3074-3110, (December 2013) DOI: 10.1214/13-AOS1178 Open Access
KEYWORDS: adaptive estimation, Aggregation, Covariance matrix, eigenvector, group sparsity, low-rank matrix, minimax lower bound, Optimal rate of convergence, Principal Component Analysis, thresholding, 62H12, 62H25, 62C20
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