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Assumptions and Bounds in the Instrumental Variable Model

Published 24 Jan 2024 in math.ST, cs.AI, and stat.TH | (2401.13758v2)

Abstract: In this note we give proofs for results relating to the Instrumental Variable (IV) model with binary response $Y$ and binary treatment $X$, but with an instrument $Z$ with $K$ states. These results were originally stated in Richardson & Robins (2014), "ACE Bounds; SEMS with Equilibrium Conditions," arXiv:1410.0470.

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