Robert E. McCulloch

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 4

Top Topics

Regression Trees

Top Venues

J. Stat. Softw.

J. Comput. Graph. Stat.

Publications

Matthew T. Pratola, Edward I. George, Robert E. McCulloch
Influential Observations in Bayesian Regression Tree Models. J. Comput. Graph. Stat. 33 (1) (2024)
Rodney Sparapani, Charles Spanbauer, Robert E. McCulloch
Nonparametric Machine Learning and Efficient Computation with Bayesian Additive Regression Trees: The BART R Package. J. Stat. Softw. 97 (1) (2021)
Robert E. McCulloch, Rodney A. Sparapani, Brent R. Logan, Purushottam W. Laud
Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine Learning. CoRR (2021)
Edward I. George, Prakash Laud, Brent R. Logan, Robert E. McCulloch, Rodney Sparapani
Fully Nonparametric Bayesian Additive Regression Trees. CoRR (2018)
Hugh A. Chipman, Edward I. George, Robert B. Gramacy, Robert E. McCulloch
Bayesian treed response surface models. WIREs Data Mining Knowl. Discov. 3 (4) (2013)
Hugh A. Chipman, Edward I. George, Robert E. McCulloch
Bayesian Ensemble Learning. NIPS (2006)
Hugh A. Chipman, Edward I. George, Robert E. McCulloch
Bayesian Treed Models. Mach. Learn. 48 (1-3) (2002)
Hugh A. Chipman, Edward I. George, Robert E. McCulloch
Managing Multiple Models. AISTATS (2001)
Hugh A. Chipman, Robert E. McCulloch
Hierarchical priors for Bayesian CART shrinkage. Stat. Comput. 10 (1) (2000)
Hugh A. Chipman, Edward I. George, Robert E. McCulloch
A Bayesian approach to CART. AISTATS (1997)