A statistician's guide to weak-instrument-robust inference in instrumental variables regression with illustrations in Python

We provide an overview of results relating to estimation and weak-instrument-robust inference in instrumental variables regression. Methods are implemented in the ivmodels software package for Python, which we use to illustrate results.