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

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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