VOL. 43 · NO. 5 | October 2015
Ann. Statist. 43 (5), (October 2015)
No abstract available
Ann. Statist. 43 (5), (October 2015)
No abstract available
Hock Peng Chan, Guenther Walther
Ann. Statist. 43 (5), 1865-1895, (October 2015) DOI: 10.1214/15-AOS1328
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
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
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
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
KEYWORDS: Bayesian inference, Sparsity, 62G20, 62G05
Piet Groeneboom, Geurt Jongbloed
Ann. Statist. 43 (5), 2019-2054, (October 2015) DOI: 10.1214/15-AOS1335
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
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
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
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
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
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
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
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
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
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
No abstract available
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