Identification of Models of the Labor Market
AbstractThis chapter discusses identification of common selection models of the labor market. We start with the classic Roy model and show how it can be identified with exclusion restrictions. We then extend the argument to the generalized Roy model, treatment effect models, duration models, search models, and dynamic discrete choice models. In all cases, key ingredients for identification are exclusion restrictions and support conditions.
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Identification; Roy model; Discrete choice; Selection; Treatment effects;
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- J0 - Labor and Demographic Economics - - General
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- D’Haultfœuille, Xavier & Maurel, Arnaud, 2013.
"Inference on an extended Roy model, with an application to schooling decisions in France,"
Journal of Econometrics,
Elsevier, vol. 174(2), pages 95-106.
- Arnaud Maurel & Xavier D'Haultfoeuille, 2011. "Inference on an Extended Roy Model, with an Application to Schooling Decisions in France," Working Papers 11-10, Duke University, Department of Economics.
- Keane, Michael P. & Todd, Petra E. & Wolpin, Kenneth I., 2011. "The Structural Estimation of Behavioral Models: Discrete Choice Dynamic Programming Methods and Applications," Handbook of Labor Economics, Elsevier.
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