Matthew A. Taddy

Categorical Inputs, Sensitivity Analysis, Optimization and Importance Tempering with<b>tgp</b>Version 2, an<i>R</i>Package for Treed Gaussian Process Models

Robert B. Gramacy, Matthew A. Taddy · Journal of Statistical Software · 2010 · 127 citations · Full text

Business, Biostatistics, Bayesian Biostatistics +15

Dynamic Trees for Learning and Design

Matthew A. Taddy, Robert B. Gramacy, Nicholas G. Polson · Journal of the American Statistical Association · 2011 · 118 citations

Computing, Computer Science, Bayesian Data Analysis +16

A Bayesian Nonparametric Approach to Inference for Quantile Regression

Matthew A. Taddy, Athanasios Kottas · Journal of Business and Economic Statistics · 2009 · 115 citations

Natural Sciences, Biostatistics, Econometrics +16

Autoregressive Mixture Models for Dynamic Spatial Poisson Processes: Application to Tracking Intensity of Violent Crime

Matthew A. Taddy · Journal of the American Statistical Association · 2010 · 88 citations

Computing, Biostatistics, Criminology +17

On Estimation and Selection for Topic Models

Matthew A. Taddy · arXiv (Cornell University) · 2011 · 83 citations · Full text

Computing, Computer Science, Data Science +17