Analysis of Microdata

• Main Authors: Winkelmann, Rainer (Author), Boes, Stefan (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.
• Subjects: Statistics.; Economic theory.; Econometrics.; Sociology.; Economics.; Economic Theory/Quantitative Economics/Mathematical Methods.; Statistics for Business/Economics/Mathematical Finance/Insurance.; Sociology, general.

The availability of microdata has increased rapidly over the last decades, and standard statistical and econometric software packages for data analysis include ever more sophisticated modeling options. The goal of this book is to familiarize readers with a wide range of commonly used models, and the...

Table of Contents:

• From Regression to Probability Models
• Maximum Likelihood Estimation
• Binary Response Models
• Multinomial Response Models
• Ordered Response Models
• Limited Dependent Variables
• Event History Models.