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Contribution Details

Type Working Paper
Scope Discipline-based scholarship
Title A causal interpretation of extensive and intensive margin effects in generalized Tobit models
Organization Unit
Authors
  • Kevin E Staub
Language
  • English
Institution University of Zurich
Series Name Working paper series / Socioeconomic Institute
Number No. 1012
Date 2010
Abstract Text The usual decomposition of effects in corner solution models into extensive and intensive margins is generally incompatible with a causal interpretation. This paper proposes a decomposition based on the joint distribution of potential outcomes which is meaningful in a causal sense. The difference between decompositions can be substantial and yield diametrically opposed results, as shown in a standard Tobit model example. In a generalized Tobit application exploring the effect of reducing firm entry regulation on bilateral trade flows between countries, estimates suggest that using the usual decomposition would overstate the contribution of the extensive margin by around 15%.
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