Econometric Analysis of Count Data - Couverture rigide

Winkelmann, Rainer

 
9783540404040: Econometric Analysis of Count Data
Couverture rigide
ISBN 10 : 354040404X ISBN 13 : 9783540404040
Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2003

Synopsis

The book provides graduate students and researchers with an up-to-date survey of statistical and econometric techniques for the analysis of count data, with a focus on conditional distribution models. Proper count data probability models allow for rich inferences, both with respect to the stochastic count process that generated the data, and with respect to predicting the distribution of outcomes. The book starts with a presentation of the benchmark Poisson regression model. Alternative models address unobserved heterogeneity, state dependence, selectivity, endogeneity, underreporting, and clustered sampling. Testing and estimation is discussed from frequentist and Bayesian perspectives. Finally, applications are reviewed in fields such as economics, marketing, sociology, demography, and health sciences. The fourth edition contains several new sections, for example on nonnested hurdle models, quantile regression and on software. Many other sections have been entirely rewritten and extended.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Date d'édition
2003
Langue
anglais
ISBN 10 
354040404X
ISBN 13 
9783540404040
Reliure
Relié
Numéro d'édition
4
Nombre de pages
319
Coordonnées du fabricant
non disponible
Personne responsable
CMN Printpool Inh. Mathis Neumann
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