VOL. 39 · NO. 1 | February 2011
Ann. Statist. 39 (1), (February 2011)
No abstract available
Ann. Statist. 39 (1), (February 2011)
No abstract available
Guillaume Obozinski, Martin J. Wainwright, Michael I. Jordan
Ann. Statist. 39 (1), 1-47, (February 2011) DOI: 10.1214/09-AOS776
KEYWORDS: Lasso, block-norm, second-order cone program, Sparsity, Variable selection, multivariate regression, high-dimensional scaling, simultaneous Lasso, group lasso, 62J07, 62F07
Anil Aswani, Peter Bickel, Claire Tomlin
Ann. Statist. 39 (1), 48-81, (February 2011) DOI: 10.1214/10-AOS823
KEYWORDS: Nonparametric regression, Manifold, collinearity, Model selection, regularization, 62G08, 58A10, 62G20, 62J07
Alexandre Belloni, Victor Chernozhukov
Ann. Statist. 39 (1), 82-130, (February 2011) DOI: 10.1214/10-AOS827
KEYWORDS: median regression, Quantile regression, sparse models, 62H12, 62J99, 62J07
Mingyuan Zhang, Marshall M. Joffe, Dylan S. Small
Ann. Statist. 39 (1), 131-173, (February 2011) DOI: 10.1214/10-AOS830
KEYWORDS: Causal inference, continuous-time process, deterministic model, diarrhea, g-estimation, longitudinal data, structural nested model, 62P10, 62M99
Xinyu Zhang, Hua Liang
Ann. Statist. 39 (1), 174-200, (February 2011) DOI: 10.1214/10-AOS832
KEYWORDS: Additive models, backfitting, focus parameter, generalized partially linear models, marginal integration, model average, Model selection, polynomial spline, shrinkage methods, 62G08, 62G20, 62G99
Karim Lounici, Richard Nickl
Ann. Statist. 39 (1), 201-231, (February 2011) DOI: 10.1214/10-AOS836
KEYWORDS: Band-limited wavelets, sup-norm loss, Vapnik–Chervonenkis class, Confidence band, Rademacher process, 62G07, 62G15
Raúl Jiménez, J. E. Yukich
Ann. Statist. 39 (1), 232-260, (February 2011) DOI: 10.1214/10-AOS837
KEYWORDS: Surface estimation, boundary measure, Delaunay triangulation, stabilization methods, 62G05, 60D05
Randal Douc, Christian P. Robert
Ann. Statist. 39 (1), 261-277, (February 2011) DOI: 10.1214/10-AOS838
KEYWORDS: Metropolis–Hastings algorithm, Markov chain Monte Carlo (MCMC), probit model, central limit theorem, variance reduction, Conditioning, 62-04, 60F05, 60J22, 60J05, 62B10
Ery Arias-Castro, Emmanuel J. Candès, Arnaud Durand
Ann. Statist. 39 (1), 278-304, (February 2011) DOI: 10.1214/10-AOS839
KEYWORDS: Detecting a cluster of nodes in a network, minimax detection, Bayesian detection, scan statistic, Generalized likelihood ratio test, disease outbreak detection, sensor networks, Richardson’s model, cellular automata, 62C20, 62G10, 82B20
Bo Kai, Runze Li, Hui Zou
Ann. Statist. 39 (1), 305-332, (February 2011) DOI: 10.1214/10-AOS842
KEYWORDS: Asymptotic relative efficiency, composite quantile regression, semiparametric varying-coefficient partially linear model, oracle properties, Variable selection, 62G05, 62G08, 62G20
Steve Hanneke
Ann. Statist. 39 (1), 333-361, (February 2011) DOI: 10.1214/10-AOS843
KEYWORDS: Active learning, sequential design, selective sampling, statistical learning theory, Oracle inequalities, Model selection, ‎classification‎, 62L05, 68Q32, 62H30, 68T05, 68T10, 68Q10, 68Q25, 68W40, 62G99
Ci-Ren Jiang, Jane-Ling Wang
Ann. Statist. 39 (1), 362-388, (February 2011) DOI: 10.1214/10-AOS845
KEYWORDS: Asymptotic theory, cross-validation, Dimension reduction, functional data, MAVE, smoothing, 62G08, 62G05, 62G20
Lan Wang
Ann. Statist. 39 (1), 389-417, (February 2011) DOI: 10.1214/10-AOS846
KEYWORDS: clustered binary data, generalized estimating equations (GEE), High-dimensional covariates, sandwich variance formula, 62F12, 62J12
Dragi Anevski, Philippe Soulier
Ann. Statist. 39 (1), 418-438, (February 2011) DOI: 10.1214/10-AOS804
KEYWORDS: limit distributions, spectral density estimation, monotone, long-range dependence, Gaussian process, linear process, 62E20, 62G05, 62M15
Zhiyi Chi
Ann. Statist. 39 (1), 439-473, (February 2011) DOI: 10.1214/10-AOS822
KEYWORDS: HMM, multiple hypothesis testing, FDR, contraction, Nonlinear filtering, 62H15, 62M02
Randal Douc, Eric Moulines, Jimmy Olsson, Ramon van Handel
Ann. Statist. 39 (1), 474-513, (February 2011) DOI: 10.1214/10-AOS834
KEYWORDS: Hidden Markov models, maximum likelihood estimation, strong consistency, V-uniform ergodicity, Concentration inequalities, state space models, 60F10, 62B10, 62F12, 62M09, 60J05, 62M05, 62M10, 94A17
Kshitij Khare, Bala Rajaratnam
Ann. Statist. 39 (1), 514-555, (February 2011) DOI: 10.1214/10-AOS841
KEYWORDS: Graphical model, Gaussian covariance graph model, Wishart distribution, decomposable graph, Gibbs sampler, 62H12, 62C10, 62F15
Edsel A. Peña, Joshua D. Habiger, Wensong Wu
Ann. Statist. 39 (1), 556-583, (February 2011) DOI: 10.1214/10-AOS844
KEYWORDS: Benjamini–Hochberg procedure, Bonferroni procedure, decision process, false discovery rate (FDR), family wise error rate (FWER), Lagrangian optimization, Neyman–Pearson most powerful test, microarray analysis, reverse martingale, missed discovery rate (MDR), multiple decision function and process, Multiple hypotheses testing, optional sampling theorem, power function, randomized p-values, generalized multiple decision p-values, ROC function, Šidák procedure, 62F03, 62J15
Etienne Roquain, Fanny Villers
Ann. Statist. 39 (1), 584-612, (February 2011) DOI: 10.1214/10-AOS847
KEYWORDS: False discovery rate, false discovery proportion, multiple testing, least favorable configuration, power, equicorrelated multivariate normal distribution, step-up, step-down, 62J15, 62G10, 60C05
Chunming Zhang, Jianqing Fan, Tao Yu
Ann. Statist. 39 (1), 613-642, (February 2011) DOI: 10.1214/10-AOS848
KEYWORDS: Brain fMRI, False discovery rate, median filtering, p-value, Sensitivity, specificity, 62H35, 62G10, 62P10, 62E20
Li-Xin Zhang, Feifang Hu, Siu Hung Cheung, Wai Sum Chan
Ann. Statist. 39 (1), 643-671, (February 2011) DOI: 10.1214/10-AOS851
KEYWORDS: Adaptive designs, asymptotic normality, clinical trial, urn model, branching process with immigration, birth and death urn, drop-the-loser rule, 60F15, 62G10, 60F05, 60F10
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