VOL. 43 · NO. 5 | October 2015
Ann. Statist. 43 (5), (October 2015) Open Access
No abstract available
Ann. Statist. 43 (5), (October 2015) Open Access
No abstract available
Hock Peng Chan, Guenther Walther
Ann. Statist. 43 (5), 1865-1895, (October 2015) DOI: 10.1214/15-AOS1328 Open Access
KEYWORDS: Average likelihood ratio, Berk–Jones, higher criticism, Optimal detection, scan statistic, sparse mixture, 62G08, 62G10
Yen-Chi Chen, Christopher R. Genovese, Larry Wasserman
Ann. Statist. 43 (5), 1896-1928, (October 2015) DOI: 10.1214/15-AOS1329 Open Access
KEYWORDS: ridge, Density estimation, nonparametric statistics, empirical process, bootstrap, 62G20, 62G15, 62G05
Fei Jiang, Yanyuan Ma, Yuanjia Wang
Ann. Statist. 43 (5), 1929-1958, (October 2015) DOI: 10.1214/15-AOS1330 Open Access
KEYWORDS: B-spline, generalized linear model, Huntington’s disease, infinite dimension, logistic model, Semiparametric model, Single index model, 62G05
Holger Dette, Viatcheslav B. Melas, Roman Guchenko
Ann. Statist. 43 (5), 1959-1985, (October 2015) DOI: 10.1214/15-AOS1333 Open Access
KEYWORDS: design of experiment, Bayesian optimal design, model discrimination, gradient methods, model uncertainty, 62K05
Ismaël Castillo, Johannes Schmidt-Hieber, Aad van der Vaart
Ann. Statist. 43 (5), 1986-2018, (October 2015) DOI: 10.1214/15-AOS1334 Open Access
KEYWORDS: Bayesian inference, Sparsity, 62G20, 62G05
Piet Groeneboom, Geurt Jongbloed
Ann. Statist. 43 (5), 2019-2054, (October 2015) DOI: 10.1214/15-AOS1335 Open Access
KEYWORDS: LR test, MLE, confidence intervals, isotonic estimate, smoothed MLE, bootstrap, 62G05, 62N01, 62G20
Rina Foygel Barber, Emmanuel J. Candès
Ann. Statist. 43 (5), 2055-2085, (October 2015) DOI: 10.1214/15-AOS1337 Open Access
KEYWORDS: Variable selection, false discovery rate (FDR), sequential hypothesis testing, Martingale theory, permutation methods, Lasso, 62F03, 62J05
Timothy Armstrong
Ann. Statist. 43 (5), 2086-2101, (October 2015) DOI: 10.1214/15-AOS1342 Open Access
KEYWORDS: Adaptive testing, regression discontinuity, identification at infinity, 62G10, 62G08, 62G20
Shujie Ma, Raymond J. Carroll, Hua Liang, Shizhong Xu
Ann. Statist. 43 (5), 2102-2131, (October 2015) DOI: 10.1214/15-AOS1344 Open Access
KEYWORDS: adaptive group LASSO, bootstrap smoothing, curse of dimensionality, gene-environment interaction, generalized additive partially linear models, inference for high-dimensional data, oracle property, penalized likelihood, polynomial splines, two-step estimation, undersmoothing, 62G08, 62G10, 62G20, 62J02, 62F12
Ingo Steinwart
Ann. Statist. 43 (5), 2132-2167, (October 2015) DOI: 10.1214/15-AOS1331 Open Access
KEYWORDS: cluster analysis, consistency, rates, Adaptivity, 62H30, 91C20, 62G07
Chao Gao, Zongming Ma, Zhao Ren, Harrison H. Zhou
Ann. Statist. 43 (5), 2168-2197, (October 2015) DOI: 10.1214/15-AOS1332 Open Access
KEYWORDS: Covariance matrix, Minimax rates, Model selection, nuisance parameter, sin-theta theorem, sparse CCA (SCCA), 62H12, 62C20
Guillaume Sagnol, Radoslav Harman
Ann. Statist. 43 (5), 2198-2224, (October 2015) DOI: 10.1214/15-AOS1339 Open Access
KEYWORDS: optimal experimental design, exact optimal designs, second-order cone programming, mixed integer programming, $D$-criterion, 62K05, 65K05
Qi Zheng, Limin Peng, Xuming He
Ann. Statist. 43 (5), 2225-2258, (October 2015) DOI: 10.1214/15-AOS1340 Open Access
KEYWORDS: Ultra-high dimensional data, varying covariate effects, adaptive penalized quantile regression, model selection oracle property, 62J07, 62H12
Marc Hoffmann, Judith Rousseau, Johannes Schmidt-Hieber
Ann. Statist. 43 (5), 2259-2295, (October 2015) DOI: 10.1214/15-AOS1341 Open Access
KEYWORDS: Bayesian nonparametrics, minimax adaptive estimation, posterior concentration rates, sup-norm, rates of convergence, 62G20, 62G08, 62G07
Yingying Fan, Gareth M. James, Peter Radchenko
Ann. Statist. 43 (5), 2296-2325, (October 2015) DOI: 10.1214/15-AOS1346 Open Access
KEYWORDS: functional regression, shrinkage, Single index model, Variable selection, 62G08, 62G20
Ci-Ren Jiang, Jane-Ling Wang
Ann. Statist. 43 (5), 2326-2329, (October 2015) DOI: 10.1214/15-AOS1326 Open Access
No abstract available
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