Identification of treatment effects using control functions
Identification of treatment effects using control functions in models with continuous, endogenous treatment and heterogeneous effects
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"We use the control function approach to identify the average treatment effect and the effect of treatment on the treated in models with a continuous endogenous regressor whose impact is heterogeneous. We assume a stochastic polynomial restriction on the form of the heterogeneity but, unlike alternative nonparametric control function approaches, our approach does not require large support assumptions"--National Bureau of Economic Research web site.
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