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Econometrica Vol. 79 No. 3 2011

Partial Identification in Triangular Systems of Equations With Binary Dependent Variables

Azeem M. Shaikh1; Edward Vytlacil2,3

1 University of Chicago · 2 Thales (Australia) · 3 Yale University

Abstract

This paper studies the special case of the triangular system of equations in Vytlacil and Yildiz (2007), where both dependent variables are binary but without imposing the restrictive support condition required by Vytlacil and Yildiz (2007) for identification of the average structural function (ASF) and the average treatment effect (ATE). Under weak regularity conditions, we derive upper and lower bounds on the ASF and the ATE. We show further that the bounds on the ASF and ATE are sharp under some further regularity conditions and an additional restriction on the support of the covariates and the instrument.

DOI
10.3982/ecta9082
Volume
79
Issue
3
Pages
949-955
Language
en
Sources
bibtex:phds-export.bib crossref openalex

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