ACE Bounds; SEMs with Equilibrium Conditions
Thomas S. Richardson, James M. Robins
TL;DR
This paper discusses bounds on average causal effects in structural equation models with equilibrium conditions, providing insights into identification issues in econometrics.
Contribution
It introduces new bounds for SEMs with equilibrium conditions, enhancing understanding of causal inference limitations.
Findings
Derived bounds improve causal effect estimation in SEMs
Clarified conditions under which bounds are tight
Linked bounds to instrumental variable assumptions
Abstract
Discussion of "Instrumental Variables: An Econometrician's Perspective" by Guido W. Imbens [arXiv:1410.0163].
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