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The Stata Journal
Volume 13 Number 4: pp. 776-794



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Implementation of a double-hurdle model

Bruno García
The College of William and Mary
Williamsburg, VA
bsgarcia@email.wm.edu
Abstract.  Corner solution responses are frequently observed in the social sciences. One common approach to model phenomena that give rise to corner solution responses is to use the tobit model. If the decision to participate in the market is decoupled from the consumption amount decision, then the tobit model is inappropriate. In these cases, the double-hurdle model presented in Cragg (1971, Econometrica 39: 829–844) is an appropriate alternative to the tobit model. In this article, I introduce a command, dblhurdle, that fits the double-hurdle model. The implementation allows the errors of the participation decision and the amount decision to be correlated. The capabilities of predict after dblhurdle are also discussed.

View all articles by this author: Bruno García

View all articles with these keywords: dblhurdle, tobit, Heckman, Cragg, double hurdle, hurdle

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