VOL. 43 · NO. 4 | August 2015
Ann. Statist. 43 (4), (August 2015) Open Access
No abstract available
Ann. Statist. 43 (4), (August 2015) Open Access
No abstract available
Botond Szabó, A. W. van der Vaart, J. H. van Zanten
Ann. Statist. 43 (4), 1391-1428, (August 2015) DOI: 10.1214/14-AOS1270 Open Access
KEYWORDS: Credible set, coverage, uncertainty quantification, 62G15, 62G05, 62G20
Richard Nickl
Ann. Statist. 43 (4), 1429-1436, (August 2015) DOI: 10.1214/14-AOS1270A Open Access
No abstract available
Ismaël Castillo
Ann. Statist. 43 (4), 1437-1443, (August 2015) DOI: 10.1214/15-AOS1270B Open Access
No abstract available
Judith Rousseau
Ann. Statist. 43 (4), 1444-1447, (August 2015) DOI: 10.1214/15-AOS1270C Open Access
KEYWORDS: Empirical Bayes, Bayesian credible sets, frequentist coverage
No abstract available
Mark G. Low, Zongming Ma
Ann. Statist. 43 (4), 1448-1454, (August 2015) DOI: 10.1214/15-AOS1270D Open Access
No abstract available
Subhashis Ghosal
Ann. Statist. 43 (4), 1455-1462, (August 2015) DOI: 10.1214/15-AOS1270E Open Access
No abstract available
Botond Szabó, A. W. van der Vaart, J. H. van Zanten
Ann. Statist. 43 (4), 1463-1470, (August 2015) DOI: 10.1214/15-AOS1270REJ Open Access
No abstract available
Qing Mai, Hui Zou
Ann. Statist. 43 (4), 1471-1497, (August 2015) DOI: 10.1214/14-AOS1303 Open Access
KEYWORDS: variable screening, High-dimensional data, sure screening property, 62G99
Jianqing Fan, Zheng Tracy Ke, Han Liu, Lucy Xia
Ann. Statist. 43 (4), 1498-1534, (August 2015) DOI: 10.1214/14-AOS1307 Open Access
KEYWORDS: ‎classification‎, Dimension reduction, quadratic discriminant analysis, Rayleigh quotient, Oracle inequality, 62H30, 62G20
Sumanta Basu, George Michailidis
Ann. Statist. 43 (4), 1535-1567, (August 2015) DOI: 10.1214/15-AOS1315 Open Access
KEYWORDS: high-dimensional time series, stochastic regression, vector autoregression, Covariance estimation, Lasso, 62M10, 62J99, 2M15
Alain Desgagné
Ann. Statist. 43 (4), 1568-1595, (August 2015) DOI: 10.1214/15-AOS1316 Open Access
KEYWORDS: Built-in robustness, Outliers, theory of conflict resolution, Bayesian inference, log-regularly varying distributions, log-Pareto-tailed symmetric distributions, 62F35, 62F15
Kang Li, Wei Zheng, Mingyao Ai
Ann. Statist. 43 (4), 1596-1616, (August 2015) DOI: 10.1214/15-AOS1317 Open Access
KEYWORDS: approximate design theory, equivalence theorem, Interference model, optimal design, proportional model, 62K05, 62J05
Michaël Chichignoud, Sébastien Loustau
Ann. Statist. 43 (4), 1617-1646, (August 2015) DOI: 10.1214/15-AOS1318 Open Access
KEYWORDS: Adaptivity, Bandwidth selection, ERM, robust regression, Statistical learning, errors-in-variables, 62G05, 62G20, 62G08, 62H30
Simon Byrne, A. Philip Dawid
Ann. Statist. 43 (4), 1647-1681, (August 2015) DOI: 10.1214/15-AOS1319 Open Access
KEYWORDS: graphical models, structural estimation, hyper Markov laws, structural Markov laws, 62H05, 05C80, 05C90, 68T30
Jia Chen, Degui Li, Hua Liang, Suojin Wang
Ann. Statist. 43 (4), 1682-1715, (August 2015) DOI: 10.1214/15-AOS1320 Open Access
KEYWORDS: efficiency, GEE, local linear smoothing, longitudinal data, Semiparametric estimation, Single-index models, 62G09, 62H99, 62G99
Erwan Scornet, Gérard Biau, Jean-Philippe Vert
Ann. Statist. 43 (4), 1716-1741, (August 2015) DOI: 10.1214/15-AOS1321 Open Access
KEYWORDS: random forests, Randomization, consistency, Additive model, Sparsity, Dimension reduction, 62G05, 62G20
Zuofeng Shang, Guang Cheng
Ann. Statist. 43 (4), 1742-1773, (August 2015) DOI: 10.1214/15-AOS1322 Open Access
KEYWORDS: Generalized functional linear models, minimax adaptive test, nonparametric inference, ‎reproducing kernel Hilbert ‎space, roughness regularization, 62G20, 62F25, 62F15, 62F12
Sabyasachi Chatterjee, Adityanand Guntuboyina, Bodhisattva Sen
Ann. Statist. 43 (4), 1774-1800, (August 2015) DOI: 10.1214/15-AOS1324 Open Access
KEYWORDS: Adaptation, convex polyhedral cones, global risk bounds, local minimax bounds, model misspecification, statistical dimension, 62G08, 62C20
Nicolai Meinshausen, Peter Bühlmann
Ann. Statist. 43 (4), 1801-1830, (August 2015) DOI: 10.1214/15-AOS1325 Open Access
KEYWORDS: Mixture models, regularization, big data, Aggregation, robustness, 62J07
Viktor Todorov
Ann. Statist. 43 (4), 1831-1864, (August 2015) DOI: 10.1214/15-AOS1327 Open Access
KEYWORDS: central limit theorem, high-frequency data, Itô semimartingale, jumps, jump activity index, stochastic volatility, power variation, 62F12, 62M05, 60H10, 60J75
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