Automated versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition

Vincent Dorie, Jennifer Hill, Uri Shalit +2

Statisticians have made great progress in creating methods that reduce our reliance on parametric assumptions. However this explosion in research has resulted in a breadth of infer…