Nicholas G. Polson - Concepedia

Author

Nicholas G. Polson

Also Known As

Ghosh, Soham, He, Jingyu, N. G. POLSON, NICHOLAS G. POLSON, Nicholas G Polson, Nicholas G. Polson, Nick Polson, Polson, N. G., Polson, Nicholas, Polson, Nicholas G.

167

Publications

10.1K

Citations

H-Index

112

Concepts

All Affiliations

University of Chicago The University of Texas at Austin Duke University University of Minnesota Booth University College

About

Nicholas G. Polson is an author at University of Chicago specializing in statistics, engineering, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	23	41	6.9K
2	Business	15	17	3.9K
3	Management	10	10	1K
4	Public Health	5	5	313
5	Education	1	1	10

Nicholas G. Polson

Publications

9.2K

Citations

H-Index

Page 1

	Year	Citations
Bayesian Analysis of Stochastic Volatility Models Éric Jacquier, Nicholas G. Polson, Peter E. Rossi Journal of Business and Economic Statistics Markov Chain CoverageBayesian StatisticVolatility ModelingMultivariate Stochastic VolatilityBayesian Statistics	2002	1.4K
Deep learning for short-term traffic flow prediction Nicholas G. Polson, Vadim Sokolov Transportation Research Part C Emerging Technologies EngineeringMachine LearningData ScienceTraffic FlowTraffic Prediction	2017	976
Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables Nicholas G. Polson, James G. Scott, Jesse Windle Journal of the American Statistical Association	2013	926
Bayesian analysis of stochastic volatility models with fat-tails and correlated errors Éric Jacquier, Nicholas G. Polson, Peter E. Rossi Journal of Econometrics Volatility ModelingMultivariate Stochastic VolatilityBayesian StatisticsAsset PricingEngineering	2003	652
Bayesian Analysis of Stochastic Volatility Models Éric Jacquier, Nicholas G. Polson, Peter E. Rossi Journal of Business and Economic Statistics Bayesian StatisticBayesian StatisticsMultivariate Stochastic VolatilityVolatility ModelingAsset Pricing	1994	624
A Monte Carlo Approach to Nonnormal and Nonlinear State-Space Modeling Bradley P. Carlin, Nicholas G. Polson, David S. Stoffer Journal of the American Statistical Association EngineeringMarkov Chain Monte CarloState EstimationMonte Carlo ApproachUncertainty Quantification	1992	541
On the Half-Cauchy Prior for a Global Scale Parameter Nicholas G. Polson, James G. Scott Bayesian Analysis	2012	455
Bayesian Analysis of Stochastic Volatility Models Éric Jacquier, Nicholas G. Polson, Peter E. Rossi Journal of Business and Economic Statistics Bayesian StatisticBayesian StatisticsMultivariate Stochastic VolatilityVolatility ModelingAsset Pricing	1994	389
A Bayesian analysis of the multinomial probit model with fully identified parameters Robert E. McCulloch, Nicholas G. Polson, Peter E. Rossi Journal of Econometrics Bayesian StatisticEconomicsBayesian StatisticsQuantitative ManagementEngineering	2000	265
Optimal Filtering of Jump Diffusions: Extracting Latent States from Asset Prices Michael Johannes, Nicholas G. Polson, Jonathan Stroud Review of Financial Studies	2009	199

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