Rob McCulloch Home Page
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 asu.edu
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.
Some papers and talks
Some Recent Talks:
Residuals and Influence in Bayesian
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