Concepedia

Nicholas G. Polson

NG

60

Publications

9.2K

Citations

34

H-Index

1990

Active since

Affiliations

University of Chicago(Current)

The University of Texas at Austin

Duke University

University of Minnesota

Booth University College

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

Top concepts

EngineeringStatisticsStatistical InferenceData ScienceFinanceBusinessMachine LearningBayesian StatisticsPredictive AnalyticsBayesian Inference

Publications per year

1990–2023

60

Publications

60

Bayesian Analysis of Stochastic Volatility Models

Éric Jacquier, Nicholas G. Polson, Peter E. Rossi · Journal of Business and Economic Statistics · 2002 · 1.4K citations

Markov Chain Coverage, Bayesian Statistic, Volatility Modeling +15

Deep learning for short-term traffic flow prediction

Nicholas G. Polson, Vadim Sokolov · Transportation Research Part C Emerging Technologies · 2017 · 976 citations · Full text

Engineering, Machine Learning, Data Science +4

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 citations

Bayesian analysis of stochastic volatility models with fat-tails and correlated errors

Éric Jacquier, Nicholas G. Polson, Peter E. Rossi · Journal of Econometrics · 2003 · 652 citations

Volatility Modeling, Multivariate Stochastic Volatility, Bayesian Statistics +9

Bayesian Analysis of Stochastic Volatility Models

Éric Jacquier, Nicholas G. Polson, Peter E. Rossi · Journal of Business and Economic Statistics · 1994 · 624 citations

Bayesian Statistic, Bayesian Statistics, Multivariate Stochastic Volatility +15

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