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Analysis of Repeated Measures Data

✍ Scribed by M. Ataharul Islam, Rafiqul I Chowdhury (auth.)


Publisher
Springer Singapore
Year
2017
Tongue
English
Leaves
257
Category
Library

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✦ Table of Contents


Front Matter....Pages i-xix
Introduction....Pages 1-7
Linear Models....Pages 9-21
Exponential Family of Distributions....Pages 23-30
Generalized Linear Models....Pages 31-50
Covariate–Dependent Markov Models....Pages 51-66
Modeling Bivariate Binary Data....Pages 67-85
Bivariate Geometric Model....Pages 87-95
Models for Bivariate Count Data: Bivariate Poisson Distribution....Pages 97-124
Bivariate Negative Binomial and Multinomial Models....Pages 125-138
Bivariate Exponential Model....Pages 139-149
Quasi-Likelihood Methods....Pages 151-159
Generalized Estimating Equation....Pages 161-167
Generalized Linear Mixed Models....Pages 169-176
Generalized Multivariate Models....Pages 177-189
Multistate and Multistage Models....Pages 191-212
Analysing Data Using R and SAS....Pages 213-234
Back Matter....Pages 235-250

✦ Subjects


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


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