Assumptions and Bounds in the Instrumental Variable Model
Statistics Theory
2024-01-29 v2 Artificial Intelligence
Statistics Theory
Abstract
In this note we give proofs for results relating to the Instrumental Variable (IV) model with binary response and binary treatment , but with an instrument with states. These results were originally stated in Richardson & Robins (2014), "ACE Bounds; SEMS with Equilibrium Conditions," arXiv:1410.0470.
Cite
@article{arxiv.2401.13758,
title = {Assumptions and Bounds in the Instrumental Variable Model},
author = {Thomas S. Richardson and James M. Robins},
journal= {arXiv preprint arXiv:2401.13758},
year = {2024}
}
Comments
27 pages, 1 figure, 1 table. Proofs of Theorems 1 and 2 stated in Richardson and Robins (2014) [arXiv:1410.0470]. v2 improves the writing in a few places