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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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.
Imprint | Springer-Verlag |
Country of origin | Germany |
Release date | April 2008 |
Availability | Expected to ship within 10 - 15 working days |
First published | April 2008 |
Authors | Rainer Winkelmann |
Dimensions | 235 x 155 x 20mm (L x W x T) |
Format | Hardcover |
Pages | 320 |
Edition | 5th ed. 2008 |
ISBN-13 | 978-3-540-77648-2 |
Barcode | 9783540776482 |
Categories | |
LSN | 3-540-77648-6 |