The Annals of Statistics

An Official Journal of the Institute of Mathematical Statistics.


Volume 41, Number 2

Publication Date: April 2013

First Online

Learning loopy graphical models with latent variables: Efficient methods and guarantees

Animashree Anandkumar and Ragupathyraj Valluvan; 401-435

Geometry of the faithfulness assumption in causal inference

Caroline Uhler, Garvesh Raskutti, Peter Bühlmann and Bin Yu; 436-463

On the conditional distributions of low-dimensional projections from high-dimensional data

Hannes Leeb; 464-483

Exact and asymptotically robust permutation tests

EunYi Chung and Joseph P. Romano; 484-507

Consistency under sampling of exponential random graph models

Cosma Rohilla Shalizi and Alessandro Rinaldo; 508-535

$\ell_{0}$-penalized maximum likelihood for sparse directed acyclic graphs

Sara van de Geer and Peter Bühlmann; 536-567

Fourier analysis of stationary time series in function space

Victor M. Panaretos and Shahin Tavakoli; 568-603

Low rank estimation of smooth kernels on graphs

Vladimir Koltchinskii and Pedro Rangel; 604-640

Moderate deviations for a nonparametric estimator of sample coverage

Fuqing Gao; 641-669

Sequential multi-sensor change-point detection

Yao Xie and David Siegmund; 670-692

The multi-armed bandit problem with covariates

Vianney Perchet and Philippe Rigollet; 693-721

Adaptive confidence intervals for regression functions under shape constraints

T. Tony Cai, Mark G. Low and Yin Xia; 722-750

Density-sensitive semisupervised inference

Martin Azizyan, Aarti Singh and Larry Wasserman; 751-771

Sparse principal component analysis and iterative thresholding

Zongming Ma; 772-801

2013 © Institute of Mathematical Statistics