Rob McCulloch Home Page

contact info:

Robert McCulloch
Professor of Statistics
School of Mathematical and Statistical Sciences
Arizona State University
901 South Palm Walk
Wexler Hall, 528
Tempe, AZ 85281-1804

email: Robert.Mcculloch at

OBayes 17

BART Tutorial, Medical College of Wisconsin, 9-30-2017

Penn Var Sel Talk
Penn BBC Talk
Penn BART Introduction


Syllabus for Machine Learning
Note that this is for the undergrad version, the grad version will be similar but cover more of the technical detail.

Data Sets

Machine Learning


Curriculum Vitae

Some papers and talks

Some Recent Talks:

Residuals and Influence in Bayesian Ensemble Models

SBIES 2017 HeterBART

Short talk on HeterBART

Ensemble Modeling of Heteroskedasticity with Multiplicative Trees
September 2, 2015, Wharton, University of Pensylvania.

A General Approach to Variable Selection for Bayesian Nonparametric Models
JSM, August 10, 2015.

Bayesian Regression Trees, Nonparametric Heteroscedastic Regression Modeling and MCMC Sampling
10th Conference on Baysian Nonparametrics.

Parallel Bayesian Ensemble Modeling
For Mike