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Dynamic Discrete Choice and Dynamic Treatment Effects / James J. Heckman, Salvador Navarro.

NBER Working papers Available online

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Format:
Book
Author/Creator:
Heckman, James J.
Contributor:
National Bureau of Economic Research.
Navarro, Salvador.
Series:
Technical Working Paper Series (National Bureau of Economic Research) no. t0316.
NBER technical working paper series no. t0316
Language:
English
Physical Description:
1 online resource: illustrations (black and white);
Place of Publication:
Cambridge, Mass. National Bureau of Economic Research 2005.
Summary:
This paper considers semiparametric identification of structural dynamic discrete choice models and models for dynamic treatment effects. Time to treatment and counterfactual outcomes associated with treatment times are jointly analyzed. We examine the implicit assumptions of the dynamic treatment model using the structural model as a benchmark. For the structural model we show the gains from using cross equation restrictions connecting choices to associated measurements and outcomes. In the dynamic discrete choice model, we identify both subjective and objective outcomes, distinguishing ex post and ex ante outcomes. We show how to identify agent information sets.
Notes:
Print version record
October 2005.

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