English, Article, Journal or magazine article edition: Identification of Treatment Effects Using Control Functions in Models with Continuous, Endogenous Treatment and Heterogeneous Effects J.P. Florensy; J. J. Heckmanz; C. Meghirx; ...

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Bookmark: http://trove.nla.gov.au/version/72732
Physical Description
  • preprint
Language
  • English

Edition details

Title
  • Identification of Treatment Effects Using Control Functions in Models with Continuous, Endogenous Treatment and Heterogeneous Effects
Author
  • J.P. Florensy
  • J. J. Heckmanz
  • C. Meghirx
  • E. Vytlacil
Physical Description
  • preprint
Notes
  • 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.
  • RePEc:ucd:wpaper:200832
Language
  • English
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