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Identification of Treatment Effects Using Control Functions in Models with Continuous, Endogenous Treatment and Heterogeneous Effects / Jean-Pierre Florens, James J. Heckman, Costas Meghir, Edward J. Vytlacil.
- Format:
- Book
- Author/Creator:
- Florens, J. P.
- Series:
- Working Paper Series (National Bureau of Economic Research) no. w14002.
- NBER working paper series no. w14002
- Language:
- English
- Physical Description:
- 1 online resource: illustrations (black and white);
- Place of Publication:
- Cambridge, Mass. National Bureau of Economic Research 2008.
- Summary:
- 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.
- Notes:
- May 2008.
- Print version record
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