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

arXiv: https://arxiv.org/abs/2508.12474 · HTML: https://mlsanity.com/paper/2508.12474/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 17 Aug 2025.

## Built on by (most cited first, 1 of 1)

- [Beyond the Illusion of Power: Calibrating Quasi-Experiments in Observational IS](https://mlsanity.com/paper/2609.27299/) (2026)

## Abstract (arXiv)

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.