- Date
- Thursday 18 Oct 2018, 16:00 - 17:00
- Type
- Seminar
- Room
- H10-31
- Building
- Tinbergen Building
- Location
- Campus Woudestein
David Drukker (STATA Corp)
This paper extends the results in Drukker (2017) to show that two-part models, hurdle models, and zero-inflated models are all robust to the endogeneity of the process that maps outcomes to on-boundary or off boundary values.Â
It shows that a two-part-model approach can consistently estimate the mean outcome conditional on covariates without explicitly modeling the the endogenous process that maps the    outcomes to on-boundary or off-boundary values. It also derives new robust estimators for some models in the literature.
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- More information
Coordinators: Andreas Alfons, alfons@ese.eur.nl and Wendun Wang, wang@ese.eur.nl
Contact: Anneke Kop, eb-secr@ese.eur.nl