Robert E. McCulloch

According to our database1, Robert E. McCulloch authored at least 10 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Influential Observations in Bayesian Regression Tree Models.
J. Comput. Graph. Stat., 2024

2021
Nonparametric Machine Learning and Efficient Computation with Bayesian Additive Regression Trees: The BART R Package.
J. Stat. Softw., 2021

Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine Learning.
CoRR, 2021

2018
Fully Nonparametric Bayesian Additive Regression Trees.
CoRR, 2018

2013
Bayesian treed response surface models.
WIREs Data Mining Knowl. Discov., 2013

2006
Bayesian Ensemble Learning.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

2002
Bayesian Treed Models.
Mach. Learn., 2002

2001
Managing Multiple Models.
Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001

2000
Hierarchical priors for Bayesian CART shrinkage.
Stat. Comput., 2000

1997
A Bayesian approach to CART.
Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997


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