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
