Dirichlet Process Random Effects

Sampling Schemes for Dirichlet Process Random Effects Models (Statistical Methods and Applications, to appear)
Analyzing Terrorism Data (JRSSC, to appear)
Estimation in Dirichlet Random Effects Models (Annals of Statistics, 2010)
Dirichlet Posterior Variance (Statistics and Probability Letters, 2009)
Dirichlet Process Random Effects in Political Science (JASA, 2009)

Model Selection

Variable Selection in Probit Models (Statistics in Medicine, to appear)
Consistent Model Selection as the Model Dimension Grows (Annals of Statistics,2010)
Consistent Model Selection for Nonnested Models (RACSAM,2010)
Consistent Variable Selection (Annals of Statistics, June 2009)
Testing for the Existence of Clusters (Statistics and Operations Research Transactions, 2009)
Clustering: Bayes Models (2008 JRSSB)
Changepoint analysis II (2007, Bayesian Statistics 8)
Objective Bayes Variable Selection (2006 JASA)

Other Recent Papers

Influence of the Prior When p >n (Statistics and Probability Letters, to appear)
Shrinkage Confidence Procedures (Statistical Science, to appear)
Short History of MCMC (Statistical Science, to appear)
Lassoing More Bayesians (Bayesian Analysis, June, 2010)
Robust Inference in Contingency Tables (JASA, December 2009)
Model Based Bayesian Clustering (MBBC) (2008 Bionformatics)
The Bayesian Lasso (2008 JASA)

Applications

Gut Microbiome Metagenomics (PLoS One, 2011)
Fecal Microbiota in Premature Infants (PLoS One, 2011)
Influence of Viral Infections (PLoS One, 2011)
Epistasis Increases Power (PLoS One, 2010)
PANGEA: Pipeline for High-Throughput Sequencing (The ISME Journal 2010)
QTL Mapping with Score Statistics (2009 Stat Methods in Genetics and Mol. Bio.)
Nonparametric QTL Mapping (2009 Biometrics)

Technical Reports

Running Markov Chains in Parallel
Clustering as Model Selection
Bayesian Association Mapping (BAMD)