VOL. 43 · NO. 4 | August 2015
Ann. Statist. 43 (4), (August 2015)
No abstract available
Ann. Statist. 43 (4), (August 2015)
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
KEYWORDS: Credible set, coverage, uncertainty quantification, 62G15, 62G05, 62G20
Richard Nickl
Ann. Statist. 43 (4), 1429-1436, (August 2015) DOI: 10.1214/14-AOS1270A
No abstract available
Ismaël Castillo
Ann. Statist. 43 (4), 1437-1443, (August 2015) DOI: 10.1214/15-AOS1270B
No abstract available
Judith Rousseau
Ann. Statist. 43 (4), 1444-1447, (August 2015) DOI: 10.1214/15-AOS1270C
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
No abstract available
Subhashis Ghosal
Ann. Statist. 43 (4), 1455-1462, (August 2015) DOI: 10.1214/15-AOS1270E
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
No abstract available
Qing Mai, Hui Zou
Ann. Statist. 43 (4), 1471-1497, (August 2015) DOI: 10.1214/14-AOS1303
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
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
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
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
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
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
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
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
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
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
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
KEYWORDS: Mixture models, regularization, big data, Aggregation, robustness, 62J07
Viktor Todorov
Ann. Statist. 43 (4), 1831-1864, (August 2015) DOI: 10.1214/15-AOS1327
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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