Research output per year
Research output per year
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Dive into the research topics where Robert McCulloch is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
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Nonparametric machine learning and efficient computation with bayesian additive regression trees: The bart r package
Sparapani, R., Spanbauer, C. & McCulloch, R., 2021, In: Journal of Statistical Software. 97, 1, p. 1-66 66 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Optimal Donor Selection for Hematopoietic Cell Transplantation Using Bayesian Machine Learning
Logan, B. R., Maiers, M. J., Sparapani, R. A., Laud, P. W., Spellman, S. R., McCulloch, R. E. & Shaw, B. E., May 1 2021, In: JCO clinical cancer informatics. 5, p. 494-507 14 p.Research output: Contribution to journal › Article › peer-review
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Heteroscedastic BART via Multiplicative Regression Trees
Pratola, M. T., Chipman, H. A., George, E. I. & McCulloch, R. E., Apr 2 2020, In: Journal of Computational and Graphical Statistics. 29, 2, p. 405-417 13 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Nonparametric competing risks analysis using Bayesian Additive Regression Trees
Sparapani, R., Logan, B. R., McCulloch, R. & Laud, P. W., Jan 1 2020, In: Statistical Methods in Medical Research. 29, 1, p. 57-77 21 p.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
A study into mechanisms of attitudinal scale conversion: A randomized stochastic ordering approach
Gilula, Z., McCulloch, R. E., Ritov, Y. & Urminsky, O., Sep 15 2019, In: Quantitative Marketing and Economics. 17, 3, p. 325-357 33 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations
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Collaborative Research: Innovations for Bayesian Tree Ensemble Methodology
National Science Foundation (NSF)
7/15/19 → 6/30/22
Project: Research project
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Diagnostic Epigenetics of Infectious agents and Chemical Toxicity (DEPICT)
LaBaer, J., Magee, D., Borges, C., Park, J., McCulloch, R., Hahn, P., Chung, Y. & Murugan, V.
DOD-DARPA: Biological Technologies Office (BTO)
7/22/19 → 12/31/20
Project: Research project