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

Keyword Search Criteria: BART returned 10 record(s)
Sunday, 07/28/2019
On Theory for BART
Enakshi Saha, University of Chicago; Veronika Rockova, University of Chicago
2:05 PM

XBART: Accelerated Bayesian Additive Regression Trees
P. Richard Hahn, Arizona State University; Jingyu He, Chicago Booth
2:45 PM

Bayesian Framework for Predictive and Causal Modeling Using BART
Yizhen Xu, Brown University; Tao Liu, Brown University; Rami Kantor, Brown University; Ann Mwangi, Moi University; Michael Daniels, University of Florida; Joseph Hogan, Brown University
5:35 PM

Monday, 07/29/2019
Comparing Variance-Based Versus Count Methods for Determining Variable Activity in Bayesian Additive Regression Trees
Akira Horiguchi, The Ohio State University


Mixed Bayesian Additive Regression Trees for Random Effects
Charles Spanbauer, Medical College of Wisconsin; Rodney Sparapani, Medical College of Wisconsin
10:35 AM

Tuesday, 07/30/2019
Identifying Two-Stage Optimal Dynamic Treatment Regimes: Compare Performances of Different Methods Under Model Misspecification
Sooyeong Lim, Miami University; Chen Chen, Cincinnati Children's Hospital; Rhonda Szczesniak, Cincinnati Children's Hospital; Gary Lewis McPhail, Cincinnati Children's Hospital; Bin Huang, Cincinnati Children's Hospital


Model Averaging of Bayesian Additive Regression Trees via Approximate Gaussian Processes
Kijoeng Nam, Merck; Nicholas Henderson, Johns Hopkins University; Dai Feng, AbbVie


Bayesian Inference for Sample Surveys in the Presence of High-Dimensional Auxiliary Information
Yutao Liu, Columbia University; Andrew Gelman, Columbia University; Qixuan Chen, Columbia University
3:05 PM

Wednesday, 07/31/2019
Bayesian Causal Forests with Targeted Smoothing for Heterogeneous Treatment Effect Estimation
Jennifer Starling
2:25 PM

Thursday, 08/01/2019
Multi-Scale Analysis of BART Priors
Veronika Rockova, University of Chicago; Ismael Castillo, Sorbonne University
10:35 AM