Bayesian Causal Forests for Multivariate and longitudinal outcomes

Andrew Parnell (Maynooth University)

Friday 19th April 13:00-14:00 Zoom

Abstract

In recent years Bayesian Causal Forests have become one of the most popular casual inference techniques. I will introduce BCF via Bayesian Additive Regression Trees and then describe some of the extensions to BCF we have recently proposed. In particular I will talk about applications of BCF in education, agriculture, and climate change. 

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