Causal Inference - Methods

causal inference
Statistical methods for causal inference

Ehud Karavani


November 18, 2018


January 3, 2024

Zoo of causal methods

An overview of many causal inference methods.

The Simpsons

Matching and Inverse Probability Weighting with The Simpsons.
(This is before the time of Powerpoint morph; this was painstaking.)

Causal inference with deep learning

Relevant up to ~2020

Interrupted time series

From difference-in-differences to synthetic controls.