shoepaladin/causalinference_crashcourse

Notes, exercises and other materials related to causal inference, causal discovery and causal ML.

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

R & Python code and datasets for Everyday Causal Inference — a free book on experiments, DiD, IV, RDD, and causal time series for business

This repository consolidates my teaching material for "Causal Machine Learning".

PhD Applied Econometrics class taught at UC Berkeley

An index of algorithms for learning causality with data

Streamline a data analysis process. A book on data analysis, causal inference, and econometrics, written for readers with little to no prior background who want to develop both statistical intuition and practical R skills.

Causal Inference for The Brave and True 책의 한국어 번역 자료입니다.