VOL. 44 · NO. 6 | December 2016
 
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Frontmatter
Ann. Statist. 44 (6), (December 2016)
No abstract available
Ann. Statist. 44 (6), (December 2016)
No abstract available
Articles
Jiashun Jin, Wanjie Wang
Ann. Statist. 44 (6), 2323-2359, (December 2016) DOI: 10.1214/15-AOS1423
KEYWORDS: empirical null, Feature selection, gene microarray, Hamming distance, phase transition, post-selection spectral clustering, Sparsity, 62H30, 62G32, 62E20
Ery Arias-Castro, Nicolas Verzelen
Ann. Statist. 44 (6), 2360-2365, (December 2016) DOI: 10.1214/16-AOS1423A
No abstract available
Boaz Nadler
Ann. Statist. 44 (6), 2366-2371, (December 2016) DOI: 10.1214/16-AOS1423B
KEYWORDS: Feature selection, sparse PCA, clustering
No abstract available
T. Tony Cai, Linjun Zhang
Ann. Statist. 44 (6), 2372-2381, (December 2016) DOI: 10.1214/16-AOS1423C
No abstract available
Natalia A. Stepanova, Alexandre B. Tsybakov
Ann. Statist. 44 (6), 2382-2386, (December 2016) DOI: 10.1214/16-AOS1423D
No abstract available
Jiashun Jin, Wanjie Wang
Ann. Statist. 44 (6), 2387-2400, (December 2016) DOI: 10.1214/16-AOS1501
No abstract available
Debashis Paul, Jie Peng, Prabir Burman
Ann. Statist. 44 (6), 2401-2432, (December 2016) DOI: 10.1214/15-AOS1409
KEYWORDS: Autonomous differential equation, Nonlinear inverse problem, monotone trajectory, nonparametric estimation, Perturbation theory, Spline, 62G08, 62G20
Ilya Shpitser, Eric Tchetgen Tchetgen
Ann. Statist. 44 (6), 2433-2466, (December 2016) DOI: 10.1214/15-AOS1411
KEYWORDS: Causal inference, graphical models, mediation analysis, Identification, 62H05, 62H99
Yongdai Kim, Jong-June Jeon
Ann. Statist. 44 (6), 2467-2496, (December 2016) DOI: 10.1214/15-AOS1413
KEYWORDS: Generalized information criteria, high dimension, Model selection, quadratically supported risks, selection consistency, 60K35
Yun Yang, Martin J. Wainwright, Michael I. Jordan
Ann. Statist. 44 (6), 2497-2532, (December 2016) DOI: 10.1214/15-AOS1417
KEYWORDS: high-dimensional inference, Bayesian variable selection, Markov chain, spectral gap, rapid mixing, 62F15, 60J10
Magalie Fromont, Matthieu Lerasle, Patricia Reynaud-Bouret
Ann. Statist. 44 (6), 2533-2563, (December 2016) DOI: 10.1214/15-AOS1418
KEYWORDS: multiple testing, family-wise error rate, step-down procedure, separation rate, minimax test, Adaptive test, 62G10, 62H15, 62C20
Ming Yuan, Ding-Xuan Zhou
Ann. Statist. 44 (6), 2564-2593, (December 2016) DOI: 10.1214/15-AOS1422
KEYWORDS: convergence rate, method of regularization, Minimax optimality, ‎reproducing kernel Hilbert ‎space, Sobolev space, 62G08, 62F12, 62J07
Zhou Yu, Yuexiao Dong, Jun Shao
Ann. Statist. 44 (6), 2594-2623, (December 2016) DOI: 10.1214/15-AOS1424
KEYWORDS: Marginal coordinate test, sliced inverse regression, sufficient dimension reduction, sure independence screening, 62H20, 62H99, 62G99
Min Xu, Minhua Chen, John Lafferty
Ann. Statist. 44 (6), 2624-2660, (December 2016) DOI: 10.1214/15-AOS1425
KEYWORDS: Nonparametric regression, convex regression, Variable selection, quadratic programming, Additive model, 62G08, 52A41
Yuwen Gu, Hui Zou
Ann. Statist. 44 (6), 2661-2694, (December 2016) DOI: 10.1214/15-AOS1431
KEYWORDS: Asymmetric least squares, COSALES, high dimensions, SALES, 62J07
Luc Devroye, Matthieu Lerasle, Gabor Lugosi, Roberto I. Oliveira
Ann. Statist. 44 (6), 2695-2725, (December 2016) DOI: 10.1214/16-AOS1440
KEYWORDS: Sub-Gaussian estimators, minimax bounds, 62G05, 60F99
Nhat Ho, XuanLong Nguyen
Ann. Statist. 44 (6), 2726-2755, (December 2016) DOI: 10.1214/16-AOS1444
KEYWORDS: Mixture models, strong identifiability, weak identifiability, Wasserstein distances, minimax bounds, maximum likelihood estimation, system of polynomial equations, 62F15, 62G05, 62G20
Arlene K. H. Kim, Richard J. Samworth
Ann. Statist. 44 (6), 2756-2779, (December 2016) DOI: 10.1214/16-AOS1480
KEYWORDS: Bracketing entropy, Density estimation, global loss function, Log-concavity, maximum likelihood estimation, 62G07, 62G20
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