Robert E. McCulloch

According to our database, Robert E. McCulloch authored at least 10 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Influential Observations in Bayesian Regression Tree Models.

Matthew T. Pratola, Edward I. George, Robert E. McCulloch

J. Comput. Graph. Stat., 2024

2021

Nonparametric Machine Learning and Efficient Computation with Bayesian Additive Regression Trees: The BART R Package.

Rodney Sparapani, Charles Spanbauer, Robert E. McCulloch

J. Stat. Softw., 2021

Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine Learning.

Robert E. McCulloch, Rodney A. Sparapani, Brent R. Logan, Purushottam W. Laud

CoRR, 2021

2018

Fully Nonparametric Bayesian Additive Regression Trees.

Edward I. George, Prakash Laud, Brent R. Logan, Robert E. McCulloch, Rodney Sparapani

CoRR, 2018

2013

Bayesian treed response surface models.

Hugh A. Chipman, Edward I. George, Robert B. Gramacy, Robert E. McCulloch

WIREs Data Mining Knowl. Discov., 2013

2006

Bayesian Ensemble Learning.

Hugh A. Chipman, Edward I. George, Robert E. McCulloch

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

2002

Bayesian Treed Models.

Hugh A. Chipman, Edward I. George, Robert E. McCulloch

Mach. Learn., 2002

2001

Managing Multiple Models.

Hugh A. Chipman, Edward I. George, Robert E. McCulloch

Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001

2000

Hierarchical priors for Bayesian CART shrinkage.

Hugh A. Chipman, Robert E. McCulloch

Stat. Comput., 2000

1997

A Bayesian approach to CART.

Hugh A. Chipman, Edward I. George, Robert E. McCulloch

Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997