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Analysis of Repeated Measures Data

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...

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Main Authors: Islam, M. Ataharul. (Author, http://id.loc.gov/vocabulary/relators/aut), Chowdhury, Rafiqul I. (http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
Edition:1st ed. 2017.
Subjects:
Statistics .
Statistics for Business, Management, Economics, Finance, Insurance.
Statistical Theory and Methods.
Statistics for Life Sciences, Medicine, Health Sciences.
Statistics for Social Sciences, Humanities, Law.
Online Access:https://doi.org/10.1007/978-981-10-3794-8
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. .

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