Local Gaussian process extrapolation for BART models with applications to causal inference

23 April 2022

Papers citing "Local Gaussian process extrapolation for BART models with applications to causal inference"

8 / 8 papers shown

Title
Stochastic Tree Ensembles for Estimating Heterogeneous Effects Nikolay M. Krantsevich Jingyu He P. R. Hahn CML 63 13 0 15 Sep 2022
Stochastic tree ensembles for regularized nonlinear regression Jingyu He Richard Hahn 39 30 0 09 Feb 2020
Overlap in Observational Studies with High-Dimensional Covariates Alexander DÁmour Peng Ding Avi Feller Lihua Lei Jasjeet Sekhon 146 195 0 07 Nov 2017
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 769 38,735 0 09 Mar 2016
Prediction with Missing Data via Bayesian Additive Regression Trees A. Kapelner J. Bleich 82 77 0 03 Jun 2013
Cross-conformal predictors V. Vovk 505 202 0 03 Aug 2012
BART: Bayesian additive regression trees H. Chipman E. George R. McCulloch 132 1,792 0 19 Jun 2008
Bayesian treed Gaussian process models with an application to computer modeling R. Gramacy Herbert K. H. Lee 177 679 0 24 Oct 2007