Robert McCulloch
Arizona State University
H-index: 43
North America-United States
Top articles of Robert McCulloch
Influential observations in bayesian regression tree models
Journal of Computational and Graphical Statistics
2024/1/2
Nonparametric failure time: Time‐to‐event machine learning with heteroskedastic Bayesian additive regression trees and low information omnibus Dirichlet process mixtures
Biometrics
2023/12
Gaussian processes Correlated Bayesian Additive Regression Trees
arXiv preprint arXiv:2311.18699
2023/11/30
Variable Selection and Interaction Detection with Bayesian Additive Regression Trees
2021/12/24
Optimal donor selection for hematopoietic cell transplantation using Bayesian machine learning
JCO clinical cancer informatics
2021/5
Causal inference with the instrumental variable approach and Bayesian nonparametric machine learning
arXiv preprint arXiv:2102.01199
2021/2/1
Nonparametric machine learning and efficient computation with Bayesian additive regression trees: the BART R package
Journal of Statistical Software
2021/1/14
Fitting the fit, variable selection using surrogate models and decision analysis, a brief introduction and tutorial
2020/4/21
Robert Mcculloch
H-Index: 26
Heteroscedastic BART via multiplicative regression trees
Journal of Computational and Graphical Statistics
2020/4/2
Nonparametric competing risks analysis using Bayesian additive regression trees
Statistical methods in medical research
2020/1
Co-Authors
