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Count Data Models: Econometric Theory and an Application to Labor Mobility (Lecture Notes in Economics and Mathematical Systems, 410, Band 410) - Softcover

Winkelmann, Rainer

 
9783540578284: Count Data Models: Econometric Theory and an Application to Labor Mobility (Lecture Notes in Economics and Mathematical Systems, 410, Band 410)

Inhaltsangabe

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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