VOL. 43 · NO. 6 | December 2015
 
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Frontmatter
Ann. Statist. 43 (6), (December 2015)
No abstract available
Ann. Statist. 43 (6), (December 2015)
No abstract available
Articles
Rui Tuo, C. F. Jeff Wu
Ann. Statist. 43 (6), 2331-2352, (December 2015) DOI: 10.1214/15-AOS1314
KEYWORDS: computer experiments, uncertainty quantification, Semiparametric efficiency, ‎reproducing kernel Hilbert ‎space, 62P30, 62A01, 62F12
Ismaël Castillo, Judith Rousseau
Ann. Statist. 43 (6), 2353-2383, (December 2015) DOI: 10.1214/15-AOS1336
KEYWORDS: Bayesian nonparametrics, Bernstein–von Mises theorem, posterior concentration, semiparametric inference, 62G20, 62M15
Sharmodeep Bhattacharyya, Peter J. Bickel
Ann. Statist. 43 (6), 2384-2411, (December 2015) DOI: 10.1214/15-AOS1338
KEYWORDS: networks, subsampling, bootstrap, count features, model-based sampling, 62F40, 62G09, 62D05
Christophe Giraud, François Roueff, Andres Sanchez-Perez
Ann. Statist. 43 (6), 2412-2450, (December 2015) DOI: 10.1214/15-AOS1345
KEYWORDS: nonstationary time series, exponential weighted aggregation, online learning, time varying autoregressive processes, Adaptive prediction, 62M20, 62G99, 62M10, 68W27
Moritz Jirak
Ann. Statist. 43 (6), 2451-2483, (December 2015) DOI: 10.1214/15-AOS1347
KEYWORDS: Change point analysis, weakly dependent high-dimensional time series, extreme value distribution, high-dimensional ARMA/GARCH, spatial econometrics, 62M10, 62G32, 60F05, 60K35
Guillaume Chauvet
Ann. Statist. 43 (6), 2484-2506, (December 2015) DOI: 10.1214/15-AOS1348
KEYWORDS: bootstrap, coupling algorithm, with-replacement sampling, without-replacement sampling, 62D05, 62E20, 62G09
Christian Brownlees, Emilien Joly, Gábor Lugosi
Ann. Statist. 43 (6), 2507-2536, (December 2015) DOI: 10.1214/15-AOS1350
KEYWORDS: empirical risk minimization, heavy-tailed data, robust regression, robust $k$-means clustering, Catoni’s estimator, 62F35, 62F12
Mélisande Albert, Yann Bouret, Magalie Fromont, Patricia Reynaud-Bouret
Ann. Statist. 43 (6), 2537-2564, (December 2015) DOI: 10.1214/15-AOS1351
KEYWORDS: Independence test, $U$-statistics, Point processes, bootstrap, Randomization, permutation, neuroscience, spike train analysis, 62M07, 62F40, 62E20, 60G55, 60F05, 62P10
Ching-Shui Cheng, Ming-Hung Kao
Ann. Statist. 43 (6), 2565-2587, (December 2015) DOI: 10.1214/15-AOS1352
KEYWORDS: Circulant orthogonal array, design efficiency, Hadamard matrix, hemodynamic response function, $m$-sequence, 62K05
Zhigang Bao, Liang-Ching Lin, Guangming Pan, Wang Zhou
Ann. Statist. 43 (6), 2588-2623, (December 2015) DOI: 10.1214/15-AOS1353
KEYWORDS: Spearman’s rank correlation matrix, nonparametric method, Linear spectral statistics, central limit theorem, Independence test, 15B52, 62H10
Chao Gao, Yu Lu, Harrison H. Zhou
Ann. Statist. 43 (6), 2624-2652, (December 2015) DOI: 10.1214/15-AOS1354
KEYWORDS: network, graphon, Stochastic block model, Nonparametric regression, Minimax rate, 60G05
Vladimir Spokoiny, Mayya Zhilova
Ann. Statist. 43 (6), 2653-2675, (December 2015) DOI: 10.1214/15-AOS1355
KEYWORDS: Likelihood-based bootstrap confidence set, finite sample size, multiplier/weighted bootstrap, Gaussian approximation, Pinsker’s inequality, 62F25, 62F40, 62E17
Degui Li, Yuan Ke, Wenyang Zhang
Ann. Statist. 43 (6), 2676-2705, (December 2015) DOI: 10.1214/15-AOS1356
KEYWORDS: GSVCM, Lasso, local maximum likelihood, oracle estimation, SCAD, Sparsity, ultra-high dimension, 62G08, 62G20
Jianqing Fan, Philippe Rigollet, Weichen Wang
Ann. Statist. 43 (6), 2706-2737, (December 2015) DOI: 10.1214/15-AOS1357
KEYWORDS: Covariance matrix, Functional estimation, high-dimensional testing, minimax, elbow effect, 62H12, 62H15, 62C20, 62H25
John H. J. Einmahl, Jun Li, Regina Y. Liu
Ann. Statist. 43 (6), 2738-2765, (December 2015) DOI: 10.1214/15-AOS1359
KEYWORDS: depth, Extremes, Nonparametric classification, nonparametric multivariate SPC, tail, 62G05, 62G20, 62G32, 62H30, 62P30
Wei-Liem Loh
Ann. Statist. 43 (6), 2766-2794, (December 2015) DOI: 10.1214/15-AOS1365
KEYWORDS: Gaussian random field, higher-order quadratic variation, irregularly spaced data, Matérn covariance, smoothness estimation, 62M30, 62M40
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