Longitudinal Categorical Data Analysis

• Main Author: Sutradhar, Brajendra C. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2014.
• Series: Springer Series in Statistics,
• Subjects: Statistics.; Statistical Theory and Methods.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.; Statistics for Life Sciences, Medicine, Health Sciences.

This is the first book in longitudinal categorical data analysis with parametric correlation models developed based on dynamic relationships among repeated categorical responses. This book is a natural generalization of the longitudinal binary data analysis to the multinomial data setup with more th...

Table of Contents:

• Introduction
• Overview of Regression Models for Cross-sectional Univariate Categorical Data
• Regression Models for Univariate Longitudinal Stationary Categorical Data
• Regression Models for Univariate Longitudinal Non-stationary Categorical Data
• Multinomial Models for Cross-sectional Bivariate Categorical Data
• Multinomial Models for Longitudinal Bivariate Categorical Data
• Index.