Dynamic Mixed Models for Familial Longitudinal Data

• Κύριος συγγραφέας: Sutradhar, Brajendra C. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2011.
• Σειρά: Springer Series in Statistics,
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.