Matthew A. Taddy

ScholarGPS® ID: 33588698664680

Affiliation

University of Chicago, Chicago, United States

Affiliation History

Field

Physical Sciences and Mathematics

Discipline

Statistics

Top Specialties

Bayesian Inference | Gaussian Process

Metrics Summary

Publication Count

Predicted Citations

642

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Scalable Semiparametric Inference for the Means of Heavy-tailed Distributions (book chapter) In Topics in Identification, Limited Dependent Variables, Partial Observability, Experimentation, and Flexible Modeling: Part B Lopes, Hedibert Freitas \| Taddy, Matthew \| Gardner, Matthew Emerald Publishing Limited (2019) 10.1108/S0731-90532019000040B008 Cited by (2) \| Cite \| Source
Designing and analysing a circuit device experiment using treed Gaussian processes (book) Lee, Herbert K.H. \| Taddy, Matthew \| Gramacy, Robert \| Gray, Genetha Oxford University Press (2018) 10.1093/oxfordhb/9780198703174.013.28 Cite \| Source
Mixture Modeling for Marked Poisson Processes (journal article) Taddy, Matthew A. \| Kottas, Athanasios Bayesian Analysis, volume 7, issue 2 (2012). 10.1214/12-BA711 Cited by (38) \| Cite \| Source \| Open Access
Dynamic Trees for Learning and Design (journal article) Taddy, Matthew A. \| Gramacy, Robert B. \| Polson, Nicholas G. Journal of the American Statistical Association, volume 106, issue 493, pages 109-123 (2011). 10.1198/jasa.2011.ap09769 Cited by (67) \| Cite \| Source \| Open Access
Autoregressive Mixture Models for Dynamic Spatial Poisson Processes: Application to Tracking Intensity of Violent Crime (journal article) Taddy, Matthew A. Journal of the American Statistical Association, volume 105, issue 492, pages 1403-1417 (2010). 10.1198/jasa.2010.ap09655 Cited by (58) \| Cite \| Source \| Open Access
A Bayesian Nonparametric Approach to Inference for Quantile Regression (journal article) Taddy, Matthew A. \| Kottas, Athanasios Journal of Business & Economic Statistics, volume 28, issue 3, pages 357-369 (2010). 10.1198/jbes.2009.07331 Cited by (74) \| Cite \| Source \| Open Access
Selection of a Representative Sample (journal article) Lee, Herbert K. H. \| Taddy, Matthew \| Gray, Genetha A. Journal of Classification, volume 27, issue 1, pages 41-53 (2010). 10.1007/s00357-010-9044-x Cited by (8) \| Cite \| Source \| Open Access
Categorical Inputs, Sensitivity Analysis, Optimization and Importance Tempering with Version 2, an R Package for Treed Gaussian Process Models (journal article) Gramacy, Robert B. \| Taddy, Matthew Journal of Statistical Software, volume 33, issue 6 (2010). 10.18637/jss.v033.i06 Cited by (95) \| Cite \| Source \| Open Access
Markov switching Dirichlet process mixture regression (journal article) Kottas, Athanasios \| Taddy, Matthew A. Bayesian Analysis, volume 4, issue 4 (2009). 10.1214/09-BA430 Cited by (15) \| Cite \| Source \| Open Access
Bayesian Guided Pattern Search for Robust Local Optimization (journal article) Taddy, Matthew A. \| Lee, Herbert K. H. \| Gray, Genetha A. \| Griffin, Joshua D. Technometrics, volume 51, issue 4, pages 389-401 (2009). 10.1198/TECH.2009.08007 Cited by (56) \| Cite \| Source \| Open Access
Fast inference for statistical inverse problems (journal article) Taddy, Matthew A \| Lee, Herbert K H \| Sansó, Bruno Inverse Problems, volume 25, issue 8, pages 085001- (2009). 10.1088/0266-5611/25/8/085001 Cited by (5) \| Cite \| Source
A Statistical Framework for the Sensitivity Analysis of Radiative Transfer Models (journal article) Morris, Robin D. \| Kottas, Athanasios \| Taddy, Matthew \| Furfaro, Roberto \| Ganapol, Barry D. IEEE Transactions on Geoscience and Remote Sensing, volume 46, issue 12, pages 4062-4074 (2008). 10.1109/TGRS.2008.2002026 Cited by (18) \| Cite \| Source \| Open Access