Econometric Analysis of Count Data




Author: Rainer Winkelmann
Type: eBook
Date Released: 2010
Format: pdf
Language: English
Page Count: 349
Isbn10 Code: 3642096409
Isbn13 Code: 9783642096402


The book provides an up-to-date survey of statistical and econometric techniques for the analysis of count data, with a focus on conditional distribution models. 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. Finally, applications are reviewed in various fields.

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