Lectures on Categorical Data Analysis

• Main Author: Rudas, Tamás (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer US : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Springer Texts in Statistics,
• Subjects: Statistics .; Statistics for Social Sciences, Humanities, Law.; Statistics for Life Sciences, Medicine, Health Sciences.

This book offers a relatively self-contained presentation of the fundamental results in categorical data analysis, which plays a central role among the statistical techniques applied in the social, political and behavioral sciences, as well as in marketing and medical and biological research. The me...

Table of Contents:

• The Role of Categorical Data Analysis
• Sampling Distributions
• Normal Approximations
• Simple Estimation for Categorical Data
• Basic testing for categorical data
• Association.-Latent classes and exponential families
• Effects and associations
• Simpson's Paradox
• Log-Linear Models--Definition
• Log-Linear Models-- Interpretation
• Log-Linear Models--Estimation
• What's Next?.-References.