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.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Topic-Based Segmentation Model for Identifying Segment-Level Drivers of Star Ratings from Unstructured Text Reviews
Kim, S., Lee, S. & McCulloch, R., Dec 2024, In: Journal of Marketing Research. 61, 6, p. 1132-1151 20 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Influential Observations in Bayesian Regression Tree Models
Pratola, M. T., George, E. I. & McCulloch, R. E., 2024, In: Journal of Computational and Graphical Statistics. 33, 1, p. 47-63 17 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Nonparametric failure time: Time-to-event machine learning with heteroskedastic Bayesian additive regression trees and low information omnibus Dirichlet process mixtures
Sparapani, R. A., Logan, B. R., Maiers, M. J., Laud, P. W. & McCulloch, R. E., Dec 2023, In: Biometrics. 79, 4, p. 3023-3037 15 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
mBART: Multidimensional Monotone BART
Chipman, H. A., George, E. I., McCulloch, R. E. & Shively, T. S., Jun 2022, In: Bayesian Analysis. 17, 2, p. 515-544 30 p.Research output: Contribution to journal › Article › peer-review
Open Access31 Scopus citations -
Parsimony inducing priors for large scale state–space models
Lopes, H. F., McCulloch, R. E. & Tsay, R. S., Sep 2022, In: Journal of Econometrics. 230, 1, p. 39-61 23 p.Research output: Contribution to journal › Article › peer-review
9 Scopus citations
Projects
- 2 Finished
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Diagnostic Epigenetics of Infectious agents and Chemical Toxicity (DEPICT)
LaBaer, J. (PI), Magee, M. (CoI), Borges, C. (CoI), Park, J. (CoI), McCulloch, R. (CoI), Hahn, R. (CoI), Chung, Y. (CoI), Murugan, V. (CoI) & Lant, T. (CoI)
DOD-DARPA: Biological Technologies Office (BTO)
7/22/19 → 12/31/20
Project: Research project
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Collaborative Research: Innovations for Bayesian Tree Ensemble Methodology
McCulloch, R. (PI)
National Science Foundation (NSF)
7/15/19 → 6/30/22
Project: Research project
Datasets
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Nonparametric competing risks analysis using Bayesian Additive Regression Trees
Sparapani, R. (Creator), Logan, B. R. (Creator), McCulloch, R. E. (Creator) & Laud, P. W. (Contributor), Figshare, 2019
DOI: 10.25384/sage.c.4363712, https://sage.figshare.com/collections/Nonparametric_competing_risks_analysis_using_Bayesian_Additive_Regression_Trees/4363712
Dataset
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Supplemental material for Nonparametric competing risks analysis using Bayesian Additive Regression Trees
McCulloch, R. E. (Contributor), Laud, P. W. (Contributor), Logan, B. R. (Contributor) & Sparapani, R. (Contributor), figshare SAGE Publications, Jan 1 2020
DOI: 10.25384/sage.7577471.v1, https://doi.org/10.25384%2Fsage.7577471.v1
Dataset
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Influential Observations in Bayesian Regression Tree Models
Pratola, M. T. (Creator), George, E. I. (Creator) & McCulloch, R. E. (Creator), Taylor & Francis, 2023
DOI: 10.6084/m9.figshare.22963610.v1, https://tandf.figshare.com/articles/dataset/Influential_Observations_in_Bayesian_Regression_Tree_Models/22963610/1
Dataset
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On the Long-Run Volatility of Stocks
Carvalho, C. M. (Creator), Lopes, H. F. (Contributor) & McCulloch, R. E. (Creator), figshare Academic Research System, 2018
DOI: 10.6084/m9.figshare.5787540.v2, https://tandf.figshare.com/articles/On_the_Long_Run_Volatility_of_Stocks/5787540/2
Dataset
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Influential Observations in Bayesian Regression Tree Models
Pratola, M. T. (Creator), George, E. I. (Creator) & McCulloch, R. E. (Creator), Taylor & Francis, 2023
DOI: 10.6084/m9.figshare.22963610, https://tandf.figshare.com/articles/dataset/Influential_Observations_in_Bayesian_Regression_Tree_Models/22963610
Dataset