VOL. 44 · NO. 3 | June 2016
Ann. Statist. 44 (3), (June 2016) Open Access
No abstract available
Ann. Statist. 44 (3), (June 2016) Open Access
No abstract available
Jason D. Lee, Dennis L. Sun, Yuekai Sun, Jonathan E. Taylor
Ann. Statist. 44 (3), 907-927, (June 2016) DOI: 10.1214/15-AOS1371 Open Access
KEYWORDS: Lasso, Confidence interval, hypothesis test, Model selection, 62F03, 62J07, 62E15
Clifford Lam
Ann. Statist. 44 (3), 928-953, (June 2016) DOI: 10.1214/15-AOS1393 Open Access
KEYWORDS: High dimensional data analysis, Covariance matrix, Stieltjes transform, data splitting, nonlinear shrinkage, factor model, 62H12, 62G20, 15B52
Charles R. Doss, Jon A. Wellner
Ann. Statist. 44 (3), 954-981, (June 2016) DOI: 10.1214/15-AOS1394 Open Access
KEYWORDS: Bracketing entropy, consistency, Empirical processes, global rate, Hellinger metric, log-concave, $s$-concave, 62G07, 62G05, 62G20
Sébastien Gadat, Thierry Klein, Clément Marteau
Ann. Statist. 44 (3), 982-1009, (June 2016) DOI: 10.1214/15-AOS1395 Open Access
KEYWORDS: Supervised classification rates, $k$-nearest neighbor, plug-in rules, 62G05, 62F15, 62G20
Hélène Massam, Jacek Wesołowski
Ann. Statist. 44 (3), 1010-1037, (June 2016) DOI: 10.1214/15-AOS1396 Open Access
KEYWORDS: Bayesian learning, directed strong hyper Markov, conjugate priors, hyper Dirichlet distribution, characterization, local and global independence, 62H17, 62F15, 62E99
Weijie Su, Emmanuel Candès
Ann. Statist. 44 (3), 1038-1068, (June 2016) DOI: 10.1214/15-AOS1397 Open Access
KEYWORDS: slope, Sparse regression, Adaptivity, false discovery rate (FDR), Benjamini–Hochberg procedure, FDR thresholding, 62C20, 62G05, 62G10, 62J15
William Weimin Yoo, Subhashis Ghosal
Ann. Statist. 44 (3), 1069-1102, (June 2016) DOI: 10.1214/15-AOS1398 Open Access
KEYWORDS: Tensor product B-splines, sup-norm posterior contraction, nonparametric multivariate regression, mixed partial derivatives, anisotropic smoothness, 62G08, 62G05, 62G15, 62G20
Holger Dette, Kirsten Schorning
Ann. Statist. 44 (3), 1103-1130, (June 2016) DOI: 10.1214/15-AOS1399 Open Access
KEYWORDS: Similarity of regression curves, Confidence band, optimal design, robust design, 62K05
R. A. Bailey, C. J. Brien
Ann. Statist. 44 (3), 1131-1164, (June 2016) DOI: 10.1214/15-AOS1400 Open Access
KEYWORDS: Analysis of variance, expected mean square, mixed model, multiphase experiments, multitiered experiments, randomization-based model, REML, structure, tier, 62B15, 62J05, 62J10
Guillaume Carlier, Victor Chernozhukov, Alfred Galichon
Ann. Statist. 44 (3), 1165-1192, (June 2016) DOI: 10.1214/15-AOS1401 Open Access
KEYWORDS: Vector quantile regression, vector conditional quantile function, Monge–Kantorovich–Brenier, 62J99, 62H05, 62G05
Yuan Ke, Jialiang Li, Wenyang Zhang
Ann. Statist. 44 (3), 1193-1233, (June 2016) DOI: 10.1214/15-AOS1403 Open Access
KEYWORDS: Binary segmentation algorithm, homogeneity, EM algorithm, interactive effects, panel data, 62F08, 62F12
Shujie Ma, Xuming He
Ann. Statist. 44 (3), 1234-1268, (June 2016) DOI: 10.1214/15-AOS1404 Open Access
KEYWORDS: Quantile regression, single-index, profile principle, polynomial spline, Model selection, score test, 62G08, 62G20
Wanli Qiao, Wolfgang Polonik
Ann. Statist. 44 (3), 1269-1297, (June 2016) DOI: 10.1214/15-AOS1405 Open Access
KEYWORDS: extreme value distribution, Nonparametric curve estimation, integral curves, kernel density estimation, 62G20, 62G05
Yu-Ru Su, Jane-Ling Wang
Ann. Statist. 44 (3), 1298-1331, (June 2016) DOI: 10.1214/15-AOS1406 Open Access
KEYWORDS: frailty model, semi-parametric efficiency, EM algorithm, Monte Carlo integrations, 62N02, 62E20
Qiyang Han, Jon A. Wellner
Ann. Statist. 44 (3), 1332-1359, (June 2016) DOI: 10.1214/15-AOS1408 Open Access
KEYWORDS: $s$-concavity, consistency, projection, asymptotic distribution, mode estimation, nonparametric estimation, shape constraints, 62G07, 62H12, 62G05, 62G20
Holger Drees, Holger Rootzén
Ann. Statist. 44 (3), 1360-1361, (June 2016) DOI: 10.1214/15-AOS1415 Open Access
KEYWORDS: absolute regularity, core length, Weak dependence, 60G70, 60F17, 62G32
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