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

47 citations · 63 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ME2019★ 16 cited

Atlantic Causal Inference Conference (ACIC) Data Analysis Challenge 2017

P. Richard Hahn, Vincent Dorie, Jared S. Murray

This brief note documents the data generating processes used in the 2017 Data Analysis Challenge associated with the Atlantic Causal Inference Conference (ACIC). The focus of the c…

stat.ME2017★ 47 cited

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…