CausalAIBook/MetricsMLNotebooks

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

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".

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

An index of algorithms for learning causality with data

Causal Inference: What If. R and Stata code for Exercises

Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks

Causal Inference using Bayesian Additive Regression Trees