A nonparametric graphical model for functional data with application to brain networks based on fMRI

On an additive partial correlation operator and nonparametric estimation of graphical models

(2016) Kuang-Yao Lee et al.   BIOMETRIKA

Variable selection via additive conditional independence

(2016) Kuang-Yao Lee et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Functional Data Analysis

(2016) Jane-Ling Wang et al.   Annual Review of Statistics and Its Application

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

(2014) Bing Li et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Kernel Embeddings of Conditional Distributions: A Unified Kernel Framework for Nonparametric Inference in Graphical Models

(2013) Le Song et al.   IEEE SIGNAL PROCESSING MAGAZINE

Sparse Estimation of Conditional Graphical Models With Application to Gene Networks

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

A whole brain fMRI atlas generated via spatially constrained spectral clustering

(2011) R. Cameron Craddock et al.   HUMAN BRAIN MAPPING

On dimension folding of matrix- or array-valued statistical objects

(2010) Bing Li et al.   ANNALS OF STATISTICS

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

Partial Correlation Estimation by Joint Sparse Regression Models

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