Econometric Analysis of Count Data

by Rainer Winkelmann

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 clu

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Year of publication:	2008 ; Fifth edition
Other Persons:	Winkelmann, Rainer (contributor)
Publisher:	Berlin, Heidelberg : Springer Berlin Heidelberg
Subject:	Regressionsanalyse \| Regression analysis \| Schätztheorie \| Estimation theory \| Ökonometrie \| Econometrics \| Generalisiertes lineares Modell \| Generalized linear model \| Zeitreihenanalyse \| Time series analysis \| Schätzung \| Estimation \| Arbeitsmobilität \| Labour mobility \| Deutschland \| Germany \| Ereignisdatenanalyse \| Ökonometrisches Modell
Description of contents:	Table of Contents [swbplus.bsz-bw.de] ; Description [swbplus.bsz-bw.de]