Robert E. McCulloch
Impact in
- Statistics and Probability top 0.05%
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
- Markov Chains and Monte Carlo Methods
- Advanced Causal Inference Techniques
- Marketing top 1%
- Consumer Market Behavior and Pricing
Papers in
-
- Statistical Methods and Bayesian Inference 26
- Statistical Methods and Inference 20
- Markov Chains and Monte Carlo Methods 16
- Statistical Methods and Applications 9
- Advanced Statistical Methods and Models 5
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- Gaussian Processes and Bayesian Inference 7
- Bayesian Methods and Mixture Models 5
- Co-authors
- Edward I. George (20 shared papers)Hugh Chipman (17 shared papers)Peter E. Rossi (7 shared papers)Ruey S. Tsay (10 shared papers)Greg M. Allenby (4 shared papers)Eric D. Kolaczyk (1 shared paper)Nicholas G. Polson (1 shared paper)Brent R. Logan (5 shared papers)
- Journals
- Journal of the American Statistical Association (10 papers)Journal of Econometrics (3 papers)Journal of Time Series Analysis (2 papers)Studies in Nonlinear Dynamics and Econometrics (2 papers)Journal of Computational and Graphical Statistics (2 papers)
- Partner nations
- United StatesCanadaBrazil
In The Last Decade
Robert E. McCulloch
57 papers receiving 6.5k citations
Robert E. McCulloch's Hit Papers
Peers
Comparison fields: 5 of 171
- Statistics and Probability 3.2k
- Marketing 409
- Artificial Intelligence 1.1k
- Management Science and Operations Research 480
- Computational Mathematics 15
Countries citing papers authored by Robert E. McCulloch
This map shows the geographic impact of Robert E. McCulloch's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Robert E. McCulloch with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Robert E. McCulloch more than expected).
Fields of papers citing papers by Robert E. McCulloch
This network shows the impact of papers produced by Robert E. McCulloch. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Robert E. McCulloch. The network helps show where Robert E. McCulloch may publish in the future.
Co-authors
The 25 scholars most cited alongside Robert E. McCulloch, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 57 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Variable Selection Via Gibbs Sampling Hit paper breakdown → | 1993 | 1919 |
| 2 | APPROACHES FOR BAYESIAN VARIABLE SELECTION | 1997 | 787 |
| 3 | BART: Bayesian Additive Regression Trees | 2006 | 630 |
| 4 | 1996 | 507 | |
| 5 | 1998 | 504 | |
| 6 | 1997 | 409 | |
| 7 | 2001 | 313 | |
| 8 | 2016 | 177 | |
| 9 | 2000 | 172 | |
| 10 | 1989 | 144 | |
| 11 | Bayesian Additive Regression Trees | 2006 | 142 |
| 12 | 2002 | 129 | |
| 13 | 1993 | 118 | |
| 14 | 2016 | 118 | |
| 15 | 1994 | 104 | |
| 16 | 1994 | 102 | |
| 17 | 2007 | 64 | |
| 18 | 2008 | 61 | |
| 19 | 1990 | 48 | |
| 20 | 2006 | 47 |
About Robert E. McCulloch
Robert E. McCulloch is a scholar working on Statistics and Probability, Artificial Intelligence, Finance, Marketing and Computer Vision and Pattern Recognition, having authored 57 papers that have together received 7k indexed citations. Recurring topics across this work include Statistical Methods and Bayesian Inference (26 papers), Statistical Methods and Inference (20 papers), Markov Chains and Monte Carlo Methods (16 papers), Statistical Methods and Applications (9 papers), Gaussian Processes and Bayesian Inference (7 papers), Advanced Statistical Methods and Models (5 papers), Financial Risk and Volatility Modeling (5 papers) and Bayesian Methods and Mixture Models (5 papers). The work is most often cited by research in Statistics and Probability (3.2k citations), Marketing (409 citations), Artificial Intelligence (1.1k citations), Management Science and Operations Research (480 citations) and Computational Mathematics (15 citations). Robert E. McCulloch has collaborated with scholars based in United States, Canada and Brazil. Frequent co-authors include Edward I. George, Hugh Chipman, Peter E. Rossi, Ruey S. Tsay, Greg M. Allenby, Eric D. Kolaczyk, Nicholas G. Polson, Brent R. Logan, Purushottam W. Laud and Rodney Sparapani. Their work appears in journals such as Journal of the American Statistical Association, Journal of Econometrics, Journal of Time Series Analysis, Studies in Nonlinear Dynamics and Econometrics and Journal of Computational and Graphical Statistics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.