Nicholas G. Polson
Impact in
- Finance top 0.2%
- Financial Risk and Volatility Modeling
- Stochastic processes and financial applications
- Statistics and Probability top 0.2%
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
Papers in
-
- Statistical Methods and Inference 24
- Statistical Methods and Bayesian Inference 16
- Statistical Distribution Estimation and Applications 9
- Advanced Statistical Methods and Models 6
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- Bayesian Methods and Mixture Models 15
- Gaussian Processes and Bayesian Inference 10
- Co-authors
- Peter E. Rossi (7 shared papers)Éric Jacquier (6 shared papers)Vadim Sokolov (4 shared papers)James G. Scott (10 shared papers)Bradley P. Carlin (4 shared papers)Jesse Windle (2 shared papers)David S. Stoffer (2 shared papers)Jonathan Stroud (3 shared papers)
- Journals
- Journal of the American Statistical Association (11 papers)Journal of Business and Economic Statistics (7 papers)Applied Stochastic Models in Business and Industry (6 papers)Journal of the Royal Statistical Society Series B (Statistical Methodology) (6 papers)Bayesian Analysis (6 papers)
- Partner nations
- United StatesUnited KingdomItaly
In The Last Decade
Nicholas G. Polson
70 papers receiving 5.5k citations
Nicholas G. Polson's Hit Papers
Peers
Comparison fields: 5 of 161
- Finance 2.1k
- Statistics and Probability 1.3k
- General Economics, Econometrics and Finance 913
- Transportation 509
- Economics and Econometrics 1.6k
Countries citing papers authored by Nicholas G. Polson
This map shows the geographic impact of Nicholas G. Polson'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 Nicholas G. Polson with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nicholas G. Polson more than expected).
Fields of papers citing papers by Nicholas G. Polson
This network shows the impact of papers produced by Nicholas G. Polson. 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 Nicholas G. Polson. The network helps show where Nicholas G. Polson may publish in the future.
Co-authors
The 25 scholars most cited alongside Nicholas G. Polson, 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 73 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Bayesian Analysis of Stochastic Volatility Models Hit paper breakdown → | 2002 | 816 |
| 2 | Deep learning for short-term traffic flow prediction Hit paper breakdown → | 2017 | 752 |
| 3 | Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables Hit paper breakdown → | 2013 | 499 |
| 4 | 1994 | 428 | |
| 5 | 2003 | 404 | |
| 6 | 1992 | 378 | |
| 7 | 1994 | 310 | |
| 8 | 2012 | 268 | |
| 9 | 2000 | 186 | |
| 10 | 1994 | 148 | |
| 11 | 2009 | 141 | |
| 12 | 1992 | 132 | |
| 13 | 2011 | 115 | |
| 14 | 2012 | 113 | |
| 15 | 1991 | 83 | |
| 16 | 2017 | 77 | |
| 17 | 1990 | 74 | |
| 18 | 2013 | 65 | |
| 19 | 1994 | 62 | |
| 20 | 2011 | 62 |
About Nicholas G. Polson
Nicholas G. Polson is a scholar working on Statistics and Probability, Artificial Intelligence, Finance, Management Science and Operations Research and Economics and Econometrics, having authored 73 papers that have together received 5.8k indexed citations. Recurring topics across this work include Statistical Methods and Inference (24 papers), Statistical Methods and Bayesian Inference (16 papers), Financial Risk and Volatility Modeling (15 papers), Bayesian Methods and Mixture Models (15 papers), Stochastic processes and financial applications (11 papers), Gaussian Processes and Bayesian Inference (10 papers), Statistical Distribution Estimation and Applications (9 papers) and Advanced Statistical Methods and Models (6 papers). The work is most often cited by research in Finance (2.1k citations), Statistics and Probability (1.3k citations), General Economics, Econometrics and Finance (913 citations), Transportation (509 citations) and Economics and Econometrics (1.6k citations). Nicholas G. Polson has collaborated with scholars based in United States, United Kingdom and Italy. Frequent co-authors include Peter E. Rossi, Éric Jacquier, Vadim Sokolov, James G. Scott, Bradley P. Carlin, Jesse Windle, David S. Stoffer, Jonathan Stroud, Hedibert F. Lopes and Robert B. Gramacy. Their work appears in journals such as Journal of the American Statistical Association, Journal of Business and Economic Statistics, Applied Stochastic Models in Business and Industry, Journal of the Royal Statistical Society Series B (Statistical Methodology) and Bayesian Analysis.
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.