Research Output per year
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
Network
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Research Output 1986 2019
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 journal › Article
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 journal › Article
Long-run
Volatility
Prior Elicitation
Specification
Evaluate
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 journal › Article
Regression Tree
Uncertainty Quantification
Uncertainty
Decision Making
Therapeutics
56
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 journal › Article
Data storage equipment
Communication
Big data
Single machine
Graphics processing unit
12
Citations
(Scopus)
Nonparametric survival analysis using Bayesian Additive Regression Trees (BART)
Sparapani, R. A., Logan, B. R., McCulloch, R. & Laud, P. W., Jul 20 2016, In : Statistics in Medicine. 35, 16, p. 2741-2753 13 p.Research output: Contribution to journal › Article
Regression Tree
Survival Analysis
Survival Function
Scenarios
Survival