Nick Polson
Impact in
- Finance top 1%
- Financial Markets and Investment Strategies
- Stochastic processes and financial applications
- Financial Risk and Volatility Modeling
- Statistics and Probability top 1%
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
Papers in
- Finance 16
- Financial Markets and Investment Strategies 9
- Financial Risk and Volatility Modeling 7
- Stochastic processes and financial applications 6
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- Bayesian Modeling and Causal Inference 3
- Target Tracking and Data Fusion in Sensor Networks 3
- Co-authors
- James G. Scott (2 shared papers)Carla M. Carvalho (1 shared paper)Michael Johannes (9 shared papers)J.B. Heaton (4 shared papers)J. H. Witte (2 shared papers)Bjørn Eraker (1 shared paper)Jonathan Stroud (3 shared papers)Arthur G. Korteweg (2 shared papers)
- Journals
- Applied Stochastic Models in Business and Industry (5 papers)Biometrika (4 papers)The Annals of Applied Probability (2 papers)SIAM Journal on Financial Mathematics (1 paper)Entropy (2 papers)
- Partner nations
- United StatesHong KongSlovakia
In The Last Decade
Nick Polson
30 papers receiving 1.8k citations
Nick Polson's Hit Papers
Peers
Comparison fields: 5 of 150
- Finance 709
- Statistics and Probability 507
- Management Science and Operations Research 398
- Economics and Econometrics 477
- General Economics, Econometrics and Finance 129
Countries citing papers authored by Nick Polson
This map shows the geographic impact of Nick 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 Nick Polson with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nick Polson more than expected).
Fields of papers citing papers by Nick Polson
This network shows the impact of papers produced by Nick 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 Nick Polson. The network helps show where Nick Polson may publish in the future.
Co-authors
The 22 scholars most cited alongside Nick 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 35 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | The horseshoe estimator for sparse signals Hit paper breakdown → | 2010 | 731 |
| 2 | Deep learning for finance: deep portfolios Hit paper breakdown → | 2016 | 440 |
| 3 | 2001 | 327 | |
| 4 | 2002 | 61 | |
| 5 | 1994 | 51 | |
| 6 | 2016 | 37 | |
| 7 | 2011 | 31 | |
| 8 | 2009 | 31 | |
| 9 | 2003 | 28 | |
| 10 | 2013 | 23 | |
| 11 | 2018 | 19 | |
| 12 | 1993 | 18 | |
| 13 | 2007 | 17 | |
| 14 | 2002 | 17 | |
| 15 | 2022 | 17 | |
| 16 | 2009 | 16 | |
| 17 | 1990 | 15 | |
| 18 | 2017 | 11 | |
| 19 | 2020 | 11 | |
| 20 | Optimal Filtering of Jump Diffusions: Extracting Latent States from Asset Prices | 2009 | 5 |
About Nick Polson
Nick Polson is a scholar working on Finance, Artificial Intelligence, Management Science and Operations Research, Economics and Econometrics and Statistics and Probability, having authored 35 papers that have together received 1.9k indexed citations. Recurring topics across this work include Financial Markets and Investment Strategies (9 papers), Financial Risk and Volatility Modeling (7 papers), Stochastic processes and financial applications (6 papers), Stock Market Forecasting Methods (5 papers), Statistical Distribution Estimation and Applications (4 papers), Bayesian Modeling and Causal Inference (3 papers), Target Tracking and Data Fusion in Sensor Networks (3 papers) and Market Dynamics and Volatility (3 papers). The work is most often cited by research in Finance (709 citations), Statistics and Probability (507 citations), Management Science and Operations Research (398 citations), Economics and Econometrics (477 citations) and General Economics, Econometrics and Finance (129 citations). Nick Polson has collaborated with scholars based in United States, Hong Kong and Slovakia. Frequent co-authors include James G. Scott, Carla M. Carvalho, Michael Johannes, J.B. Heaton, J. H. Witte, Bjørn Eraker, Jonathan Stroud, Arthur G. Korteweg, Alan Frieze and Ravi Kannan. Their work appears in journals such as Applied Stochastic Models in Business and Industry, Biometrika, The Annals of Applied Probability, SIAM Journal on Financial Mathematics and Entropy.
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.