Sparse Multi-Dimensional Graphical Models: A Unified Bayesian Framework

Metropolis-Hastings Within Partially Collapsed Gibbs Samplers

(2015) David A. Van Dyk et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

An Equivalent Measure of Partial Correlation Coefficients for High-Dimensional Gaussian Graphical Models

(2015) Faming Liang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Bayesian sparse graphical models for classification with application to protein expression data

(2014) Veerabhadran Baladandayuthapani et al.   Annals of Applied Statistics

Gemini: Graph estimation with matrix variate normal instances

(2014) Shuheng Zhou   ANNALS OF STATISTICS

Detecting differential patterns of interaction in molecular pathways

(2014) M. Yajima et al.   BIOSTATISTICS

Cancer statistics, 2014

(2014) Rebecca Siegel et al.   CA-A CANCER JOURNAL FOR CLINICIANS

High Incidence of ErbB3, ErbB4, and MET Expression in Ovarian Cancer

(2014) Suzy Davies et al.   INTERNATIONAL JOURNAL OF GYNECOLOGICAL PATHOLOGY

Efficient local updates for undirected graphical models

(2014) Francesco Stingo et al.   STATISTICS AND COMPUTING

Model selection and estimation in the matrix normal graphical model

(2012) Jianxin Yin et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Bayesian Inference for General Gaussian Graphical Models With Application to Multivariate Lattice Data

(2012) Adrian Dobra et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Sparse Matrix Graphical Models

(2012) Chenlei Leng et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Comprehensive molecular characterization of human colon and rectal cancer

(2012)   NATURE

A Bayesian graphical modeling approach to microRNA regulatory network inference

(2011) Francesco C. Stingo et al.   Annals of Applied Statistics

Transposable regularized covariance models with an application to missing data imputation

(2010) Genevera I. Allen et al.   Annals of Applied Statistics

Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem

(2010) James G. Scott et al.   ANNALS OF STATISTICS

Bayesian analysis of matrix normal graphical models

(2009) H. Wang et al.   BIOMETRIKA

Objective Bayesian model selection in Gaussian graphical models

(2009) C. M. Carvalho et al.   BIOMETRIKA

Annual report to the nation on the status of cancer, 1975-2006, featuring colorectal cancer trends and impact of interventions (risk factors, screening, and treatment) to reduce future rates

(2009) Brenda K. Edwards et al.   CANCER

Feature-Inclusion Stochastic Search for Gaussian Graphical Models

(2008) James G Scott et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Partially Collapsed Gibbs Samplers

(2008) David A van Dyk et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION