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portada econometric analysis of count data
Type
Physical Book
Author
Publisher
Year
2010
Language
English
Pages
320
Format
Paperback
Dimensions
23.4x15.6x1.9 cm
Weight
0.49 kg.
ISBN
3642096409
ISBN13
9783642096402
Edition No.
0005
Categories

econometric analysis of count data

Rainer Winkelmann (Author) · Springer · Paperback

econometric analysis of count data - Winkelmann, Rainer

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Synopsis "econometric analysis of count data"

The "count data" ?eld has further ?ourished since the previous edition of this book was published in 2003. The development of new methods has not slowed down by any means, and the application of existing ones in applied work has expanded in many areas of social science research. This, in itself, would be reason enough for updating the material in this book, to ensure that it continues to provide a fair representation of the current state of research. In addition, however, I have seized the opportunity to undertake some major changes to the organization of the book itself. The core material on cross-section models for count data is now presented in four chapters, rather than in two as previously. The ?rst of these four chapters introduces the Poissonregressionmodel, anditsestimationbymaximumlikelihoodorpseudo maximum likelihood. The second focuses on unobserved heterogeneity, the third on endogeneity and non-random sample selection. The fourth chapter provides an extended and uni?ed discussion of zeros in count data models. This topic deserves, in my view, special emphasis, as it relates to aspects of modeling and estimation that are speci?c to counts, as opposed to general exponential regression models for non-negative dependent variables. Count distributions put positive probability mass on single o- comes, and thus o?er a richer set of interesting inferences.

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