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

Malte Londschien

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Abstract: 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.

Date: 2025-08
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