Econometric Analysis of Count Data
Author(s)
Bibliographic Information
Econometric Analysis of Count Data
Springer, c2010
5th ed
- [: pbk]
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Note
Softcover version of original hardcover edition 2008
Includes bibliographical references (p. [299]-319) and indexes
Description and Table of Contents
Description
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.
Table of Contents
Probability Models for Count Data.- Poisson Regression.- Unobserved Heterogeneity.- Sample Selection and Endogeneity.- Zeros in Count Data Models.- Correlated Count Data.- Bayesian Analysis of Count Data.- Applications.
by "Nielsen BookData"