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CC = Colorado Convention Center   H = Hyatt Regency Denver at Colorado Convention Center
* = applied session       ! = JSM meeting theme

Activity Details

20 * ! Sun, 7/28/2019, 2:00 PM - 3:50 PM CC-708
Bayesian Additive Regression Trees: Making an Impact — Topic Contributed Papers
International Society for Bayesian Analysis (ISBA), Section on Bayesian Statistical Science, Royal Statistical Society
Organizer(s): Rodney Sparapani, Medical College of Wisconsin
Chair(s): Robert McCulloch, Arizona State University
2:05 PM On Theory for BART

Enakshi Saha, University of Chicago; Veronika Rockova, University of Chicago
2:25 PM Bayesian Tree Models for Continuous Treatment Effects
Jared S Murray, University of Texas at Austin
2:45 PM XBART: Accelerated Bayesian Additive Regression Trees

P. Richard Hahn, Arizona State University; Jingyu He, Chicago Booth
3:05 PM Nonparametric Survival Analysis with Dirichlet Processes Mixtures and Heteroskedastic Bayesian Additive Regression Trees
Rodney Sparapani, Medical College of Wisconsin; Robert McCulloch, Arizona State University; Matthew Pratola; Brent R. Logan, Medical College of Wisconsin; Prakash Laud, Medical College of Wisconsin
3:25 PM Adaptive Splitting Bayesian Regression Tree Models for Image Analysis
Matthew Pratola; David Higdon, Virginia Tech
3:45 PM Floor Discussion