VOL. 39 · NO. 5 | October 2011
Ann. Statist. 39 (5), (October 2011) Open Access
No abstract available
Ann. Statist. 39 (5), (October 2011) Open Access
No abstract available
Memorial Section for Erich L. Lehmann 1917–2009
Peter Bühlmann, Tony Cai
Ann. Statist. 39 (5), 2243, (October 2011) DOI: 10.1214/11-AOS928 Open Access
No abstract available
Javier Rojo
Ann. Statist. 39 (5), 2244-2265, (October 2011) DOI: 10.1214/11-AOS927 Open Access
KEYWORDS: decision theory, frequentist, likelihood ratio tests, minimaxity, admisibility, Invariance, Bayes, 01A70, 62-03, 62A01, 62C15, 62C20
Willem R. van Zwet
Ann. Statist. 39 (5), 2266-2279, (October 2011) DOI: 10.1214/11-AOS881 Open Access
KEYWORDS: Lehmann alternatives, efficiency and deficiency, Testing Statistical Hypotheses, Annals of Mathematical Statistics, European Meetings of Statisticians, 01A70, 62G10, 62G20
Peter J. Bickel, Aiyou Chen, Elizaveta Levina
Ann. Statist. 39 (5), 2280-2301, (October 2011) DOI: 10.1214/11-AOS904 Open Access
KEYWORDS: social networks, block model, Community detection, 62E10, 62G05
Vladimir Koltchinskii, Karim Lounici, Alexandre B. Tsybakov
Ann. Statist. 39 (5), 2302-2329, (October 2011) DOI: 10.1214/11-AOS894 Open Access
KEYWORDS: Matrix completion, low-rank matrix estimation, recovery of the rank, Statistical learning, Optimal rate of convergence, noncommutative Bernstein inequality, Lasso, 62J99, 62H12, 60B20, 60G15
T. Tony Cai, Ming Yuan
Ann. Statist. 39 (5), 2330-2355, (October 2011) DOI: 10.1214/11-AOS898 Open Access
KEYWORDS: functional data, mean function, minimax, rate of convergence, phase transition, ‎reproducing kernel Hilbert ‎space, smoothing splines, Sobolev space
Tze Leung Lai, Shulamith T. Gross, David Bo Shen
Ann. Statist. 39 (5), 2356-2382, (October 2011) DOI: 10.1214/11-AOS902 Open Access
KEYWORDS: forecasting, loss functions, Martingales, scoring rules, 60G42, 62P99, 62P05
Marc Hoffmann, Richard Nickl
Ann. Statist. 39 (5), 2383-2409, (October 2011) DOI: 10.1214/11-AOS903 Open Access
KEYWORDS: adaptive confidence sets, nonparametric hypothesis testing, 62G15, 62G10, 62G05
Alois Kneip, Pascal Sarda
Ann. Statist. 39 (5), 2410-2447, (October 2011) DOI: 10.1214/11-AOS905 Open Access
KEYWORDS: Linear regression, Model selection, functional regression, factor models, 62J05, 62H25, 62F12
Pauliina Ilmonen, Davy Paindaveine
Ann. Statist. 39 (5), 2448-2476, (October 2011) DOI: 10.1214/11-AOS906 Open Access
KEYWORDS: Independent component analysis, local asymptotic normality, rank-based inference, Semiparametric efficiency, signed ranks, 62G05, 62G10, 62G20, 62H99
I. Dattner, A. Goldenshluger, A. Juditsky
Ann. Statist. 39 (5), 2477-2501, (October 2011) DOI: 10.1214/11-AOS907 Open Access
KEYWORDS: Adaptive estimator, Deconvolution, minimax risk, rates of convergence, distribution function, 62G05, 62G20
Peter Hall, Tung Pham, M. P. Wand, S. S. J. Wang
Ann. Statist. 39 (5), 2502-2532, (October 2011) DOI: 10.1214/11-AOS908 Open Access
KEYWORDS: generalized linear mixed models, longitudinal data analysis, maximum likelihood estimation, Poisson mixed models, 62F12, 62F25
Ery Arias-Castro, Emmanuel J. Candès, Yaniv Plan
Ann. Statist. 39 (5), 2533-2556, (October 2011) DOI: 10.1214/11-AOS910 Open Access
KEYWORDS: Detecting a sparse signal, Analysis of variance, higher criticism, minimax detection, incoherence, random matrices, suprema of Gaussian processes, compressive sensing, 62G10, 94A13, 62G20
Dominique Bontemps
Ann. Statist. 39 (5), 2557-2584, (October 2011) DOI: 10.1214/11-AOS912 Open Access
KEYWORDS: Nonparametric Bayesian statistics, semiparametric Bayesian statistics, Bernstein–von Mises theorem, posterior asymptotic normality, adaptive estimation, 62F15, 62J05, 62G20
Kshitij Khare, James P. Hobert
Ann. Statist. 39 (5), 2585-2606, (October 2011) DOI: 10.1214/11-AOS916 Open Access
KEYWORDS: Compact operator, convergence rate, eigenvalue, group action, Markov chain, Markov operator, Monte Carlo, operator norm, positive operator, 60J27, 62F15
Tingjin Chu, Jun Zhu, Haonan Wang
Ann. Statist. 39 (5), 2607-2625, (October 2011) DOI: 10.1214/11-AOS919 Open Access
KEYWORDS: covariance tapering, Gaussian process, Model selection, one-step sparse estimation, SCAD, spatial linear model, 62F12, 62M30
B. T. Knapik, A. W. van der Vaart, J. H. van Zanten
Ann. Statist. 39 (5), 2626-2657, (October 2011) DOI: 10.1214/11-AOS920 Open Access
KEYWORDS: Credible set, posterior distribution, Gaussian prior, rate of contraction, 62G05, 62G15, 62G20
Eugenia Buta, Hani Doss
Ann. Statist. 39 (5), 2658-2685, (October 2011) DOI: 10.1214/11-AOS913 Open Access
KEYWORDS: Bayes factors, control variates, ergodicity, hyperparameter selection, importance sampling, Markov chain Monte Carlo, 62F15, 91-08, 62F12
Gilad Lerman, Teng Zhang
Ann. Statist. 39 (5), 2686-2715, (October 2011) DOI: 10.1214/11-AOS914 Open Access
KEYWORDS: Detection, clustering, multiple subspaces, hybrid linear modeling, optimization on the Grassmannian, robustness, geometric probability, High-dimensional data, 62H30, 62G35, 68Q32
Tom M. W. Nye
Ann. Statist. 39 (5), 2716-2739, (October 2011) DOI: 10.1214/11-AOS915 Open Access
KEYWORDS: phylogeny, principal component, Geodesic, 92D15, 62H25
Yuzo Maruyama, Edward I. George
Ann. Statist. 39 (5), 2740-2765, (October 2011) DOI: 10.1214/11-AOS917 Open Access
KEYWORDS: Bayes factor, model selection consistency, Ridge regression, Singular value decomposition, Variable selection, 62F07, 62F15, 62C10
Jean-Yves Audibert, Olivier Catoni
Ann. Statist. 39 (5), 2766-2794, (October 2011) DOI: 10.1214/11-AOS918 Open Access
KEYWORDS: Linear regression, Generalization error, shrinkage, PAC-Bayesian theorems, risk bounds, robust statistics, resistant estimators, Gibbs posterior distributions, randomized estimators, statistical learning theory, 62J05, 62J07
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