An Official Journal of the Institute of Mathematical Statistics.
Volume 40, Number 4
Publication Date: August 2012
Frontmatter
Table of Contents
Editorial Board
Articles
Latent variable graphical model selection via convex optimization
Venkat Chandrasekaran, Pablo A. Parrilo and Alan S. Willsky; 1935-1967
Discussion: Latent variable graphical model selection via convex optimization
Ming Yuan; 1968-1972
Discussion: Latent variable graphical model selection via convex optimization
Steffen Lauritzen and Nicolai Meinshausen; 1973-1977
Discussion: Latent variable graphical model selection via convex optimization
Martin J. Wainwright; 1978-1983
Discussion: Latent variable graphical model selection via convex optimization
Christophe Giraud and Alexandre Tsybakov; 1984-1988
Discussion: Latent variable graphical model selection via convex optimization
Zhao Ren and Harrison H. Zhou; 1989-1996
Discussion: Latent variable graphical model selection via convex optimization
Emmanuel J. Candés and Mahdi Soltanolkotabi; 1997-2004
Rejoinder: Latent variable graphical model selection via convex optimization
Venkat Chandrasekaran, Pablo A. Parrilo and Alan S. Willsky; 2005-2013
Adaptive covariance matrix estimation through block thresholding
T. Tony Cai and Ming Yuan; 2014-2042
Variable selection in linear mixed effects models
Yingying Fan and Runze Li; 2043-2068
Needles and Straw in a Haystack: Posterior concentration for possibly sparse sequences
Ismaël Castillo and Aad van der Vaart; 2069-2101
Generalized fiducial inference for normal linear mixed models
Jessi Cisewski and Jan Hannig; 2102-2127
General theory for interactions in sufficient cause models with dichotomous exposures
Tyler J. VanderWeele and Thomas S. Richardson; 2128-2161
Counterfactual analyses with graphical models based on local independence
Kjetil Røysland; 2162-2194
A geometric analysis of subspace clustering with outliers
Mahdi Soltanolkotabi and Emmanuel J. Candés; 2195-2238
Asymptotically optimal parameter estimation under communication constraints
Georgios Fellouris; 2239-2265
Consistency of community detection in networks under degree-corrected stochastic block models
Yunpeng Zhao, Elizaveta Levina and Ji Zhu; 2266-2292
High-dimensional semiparametric Gaussian copula graphical models
Han Liu, Fang Han, Ming Yuan, John Lafferty and Larry Wasserman; 2293-2326
Sharp oracle inequalities for aggregation of affine estimators
Arnak S. Dalalyan and Joseph Salmon; 2327-2355
Correction
Backfitting and smooth backfitting for additive quantile models
Young K. Lee, Enno Mammen and Byeong U. Park; 2356-2357
