Derives identified sets for marginal distributions of potential outcomes and functionals such as average treatment effects under nonparametric relaxations of IV exclusion and exogeneity, without monotonicity, characterized as solutions to linear programs.
(2009): Assessing the credibility of instrumental variables inference with imperfect instruments via sensitivity analysis, Journal of Applied Econometrics, 24, 325--337
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Assessing Sensitivity to IV Exclusion and Exogeneity without First Stage Monotonicity
Derives identified sets for marginal distributions of potential outcomes and functionals such as average treatment effects under nonparametric relaxations of IV exclusion and exogeneity, without monotonicity, characterized as solutions to linear programs.