ML and Causal Inference

Don’t be seduced by the allure: A guide for how (not) to use machine learning metrics in experiments
In this Medium article we introduce the Experimentation with Modeled Variables Playbook (xMVP) to help teams navigate the appropriate use of machine learning metrics in experiments.
Ryan S. Ritter, Carlos Diuk, Yevgeniy Grechka, Aude Hofleitner, Alex Dow
Medium Article
Don’t be seduced by the allure: A guide for how (not) to use machine learning metrics in experiments