Causal Inference using Bayesian Additive Regression Trees

Contains a variety of methods to generate typical causal inference estimates using Bayesian Additive Regression Trees (BART) as the underlying regression model (Hill (2012) ).


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install.packages("bartCause")

1.0-4 by Vincent Dorie, 2 months ago


https://github.com/vdorie/bartCause


Report a bug at https://github.com/vdorie/bartCause/issues


Browse source code at https://github.com/cran/bartCause


Authors: Vincent Dorie [aut, cre] , Jennifer Hill [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports dbarts, methods, stats, graphics, parallel, utils, grDevices

Suggests testthat, lme4, rpart, tmle


See at CRAN