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Count Data Models: Econometric Theory and an Application to Labor Mobility - Couverture souple

Winkelmann, Rainer

 
9783540578284: Count Data Models: Econometric Theory and an Application to Labor Mobility

Synopsis

This text presents statistical methods for the analysis of events. The primary focus is on single equation cross-section models. It addresses both the methodology and the practice of the subject and provides both a synthesis of a diverse body of literature and a contribution to the progress of the methodology, establishing several new results and introducing new models. Starting from the standard Poisson regression model as a benchmark, the causes, symptoms and consequences of misspecification are worked out. Both parametric and semi-parametric alternatives are discussed. While semi-parametric models allow for robust interference, parametric models can identify features of the underlying data generation process.

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