Analysis of Repeated Measures Data

• Main Authors: Islam, M. Ataharul (Author), Chowdhury, Rafiqul I. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
• Subjects: Statistics.; Statistics for Business/Economics/Mathematical Finance/Insurance.; Statistical Theory and Methods.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.

This book presents a broad range of statistical techniques to address emerging needs in the field of repeated measures. It also provides a comprehensive overview of extensions of generalized linear models for the bivariate exponential family of distributions, which represent a new development in ana...

Table of Contents:

• Introduction
• Linear Models
• Univariate Exponential Family of Distributions
• Generalized Linear Model
• Covariate Dependent Markov Models
• Model for Bivariate Binary Data
• Model for Bivariate Geometric Model
• Model for Bivariate Count Data
• Models for Bivariate Exponential and Weibull Data
• Quasi –Likelihood Methods
• Generalized Estimating Equations
• A Generalized Multivariate Model
• Multistate and Multistage Models
• Analysing Data Using R and SAS. .