• 5183 Citations
  • 24 h-Index
1986 …2019
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Fingerprint 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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Regression Tree Mathematics
Shrinkage Mathematics
Bayesian Approach Mathematics
Probit Model Mathematics
Classification and Regression Trees Mathematics
Bayesian Classification Mathematics
Statistical Inference Mathematics
Autoregressive Time Series Mathematics

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Research Output 1986 2019

  • 5183 Citations
  • 24 h-Index
  • 47 Article
  • 2 Conference contribution
  • 2 Comment/debate
  • 1 Book

A study into mechanisms of attitudinal scale conversion: A randomized stochastic ordering approach

Gilula, Z., McCulloch, R., Ritov, Y. & Urminsky, O., Sep 15 2019, In : Quantitative Marketing and Economics. 17, 3, p. 325-357 33 p.

Research output: Contribution to journalArticle

Stochastic ordering
Methodology
Joint distribution
Consulting
Mixture model
1 Citation (Scopus)

Nonparametric competing risks analysis using Bayesian Additive Regression Trees

Sparapani, R., Logan, B. R., McCulloch, R. & Laud, P. W., Jan 1 2019, (Accepted/In press) In : Statistical Methods in Medical Research.

Research output: Contribution to journalArticle

Regression Tree
Competing Risks
Bayes Theorem
Risk Analysis
Regression
1 Citation (Scopus)

On the Long-Run Volatility of Stocks

Carvalho, C. M., Lopes, H. F. & McCulloch, R., Jul 3 2018, In : Journal of the American Statistical Association. 113, 523, p. 1050-1069 20 p.

Research output: Contribution to journalArticle

Long-run
Volatility
Prior Elicitation
Specification
Evaluate
2 Citations (Scopus)

Decision making and uncertainty quantification for individualized treatments using Bayesian Additive Regression Trees

Logan, B. R., Sparapani, R., McCulloch, R. & Laud, P. W., Jan 1 2017, (Accepted/In press) In : Statistical Methods in Medical Research.

Research output: Contribution to journalArticle

Regression Tree
Uncertainty Quantification
Uncertainty
Decision Making
Therapeutics
60 Citations (Scopus)

Bayes and big data: The consensus monte carlo algorithm

Scott, S. L., Blocker, A. W., Bonassi, F. V., Chipman, H. A., George, E. I. & McCulloch, R., 2016, In : International Journal of Management Science and Engineering Management. 11, 2, p. 78-88 11 p.

Research output: Contribution to journalArticle

Data storage equipment
Communication
Big data
Single machine
Graphics processing unit