Econometric Analysis of Count Data

• Main Author: Winkelmann, Rainer (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Edition: Fifth edition.
• Subjects: Statistics.; Econometrics.; Economics.; Statistics for Business/Economics/Mathematical Finance/Insurance.

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...

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.