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Generalized Linear Models and Extensions

M. Ataharul Islam () and Soma Chowdhury Biswas ()
Additional contact information
M. Ataharul Islam: University of Dhaka, ISRT
Soma Chowdhury Biswas: University of Chittagong, Department of Statistics

in Springer Books from Springer

Date: 2025
ISBN: 978-981-96-4726-2
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Chapters in this book:

Ch Chapter 1 Introduction
M. Ataharul Islam and Soma Chowdhury Biswas
Ch Chapter 10 Generalized Quasi-Likelihood Methods
M. Ataharul Islam and Soma Chowdhury Biswas
Ch Chapter 11 Bayesian Approach for GLM
M. Ataharul Islam and Soma Chowdhury Biswas
Ch Chapter 12 GLM for Big Data Analytics
M. Ataharul Islam and Soma Chowdhury Biswas
Ch Chapter 2 Exponential Family of Distributions
M. Ataharul Islam and Soma Chowdhury Biswas
Ch Chapter 3 Simple GLM
M. Ataharul Islam and Soma Chowdhury Biswas
Ch Chapter 4 Estimation and Tests for Univariate GLM
M. Ataharul Islam and Soma Chowdhury Biswas
Ch Chapter 5 Quasi-Likelihood
M. Ataharul Islam and Soma Chowdhury Biswas
Ch Chapter 6 Multivariate Data and GLM: Generalized Estimating Equations
M. Ataharul Islam and Soma Chowdhury Biswas
Ch Chapter 7 Generalized Linear Mixed Models
M. Ataharul Islam and Soma Chowdhury Biswas
Ch Chapter 8 Extension of GLM for Bivariate Data
M. Ataharul Islam and Soma Chowdhury Biswas
Ch Chapter 9 Extension of GLM for Multivariate Data: Alternative Models
M. Ataharul Islam and Soma Chowdhury Biswas

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DOI: 10.1007/978-981-96-4726-2

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