Econometrics for Data Scientists

Some tutorial notebooks for learning some key methods typically taugh in ecnometrics courses. All of the methods have particular relevance for estimating causal effects from quasi-experimental or observational data.

Table of Contents

Background Multiple Regression Instrumental Variables Difference in Differences Matching Regression Discontinuity ML for Causal Inference