Dynamic Mixed Models for Familial Longitudinal Data

• Main Author: Sutradhar, Brajendra C. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2011.
• Series: Springer Series in Statistics,
• Subjects: Statistics.; Epidemiology.; Biometrics (Biology).; Biostatistics.; Econometrics.; Social sciences.; Statistical Theory and Methods.; Biometrics.; Methodology of the Social Sciences.

This book provides a theoretical foundation for the analysis of discrete data such as count and binary data in the longitudinal setup. Unlike the existing books, this book uses a class of auto-correlation structures to model the longitudinal correlations for the repeated discrete data that accommoda...

Table of Contents:

• Introduction
• Overview of Linear Fixed Models for Longitudinal Data
• Overview of Linear Mixed Models for Longitudinal Data
• Familial Models for Count Data
• Familial Models for Binary Data
• Longitudinal Models for Count Data
• Longitudinal Models for Binary Data
• Longitudinal Mixed Models for Count Data
• Longitudinal Mixed Models for Binary Data
• Familial Longitudinal Models for Count Data
• Familial Longitudinal Models for Binary Data.