On an Additive Semigraphoid Model for Statistical Networks With Application to Pathway Analysis

Regularized rank-based estimation of high-dimensional nonparanormal graphical models

(2013) Lingzhou Xue et al.   ANNALS OF STATISTICS

A general theory for nonlinear sufficient dimension reduction: Formulation and estimation

(2013) Kuang-Yao Lee et al.   ANNALS OF STATISTICS

Principal support vector machines for linear and nonlinear sufficient dimension reduction

(2012) Bing Li et al.   ANNALS OF STATISTICS

Sparse Estimation of Conditional Graphical Models With Application to Gene Networks

(2012) Bing Li et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Joint estimation of multiple graphical models

(2011) J. Guo et al.   BIOMETRIKA

Covariance regularization by thresholding

(2009) Peter J. Bickel et al.   ANNALS OF STATISTICS

Kernel dimension reduction in regression

(2009) Kenji Fukumizu et al.   ANNALS OF STATISTICS

Sparsistency and rates of convergence in large covariance matrix estimation

(2009) Clifford Lam et al.   ANNALS OF STATISTICS

Partial Correlation Estimation by Joint Sparse Regression Models

(2009) Jie Peng et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Common Regulatory Variation Impacts Gene Expression in a Cell Type-Dependent Manner

(2009) A. S. Dimas et al.   SCIENCE