Extension of GLM for Multivariate Data: Alternative Models

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

Chapter Chapter 9 in Generalized Linear Models and Extensions, 2025, pp 163-185 from Springer

Abstract: Abstract In this chapter some alternative developments for analyzing repeated measures and longitudinal data are introduced. The generalized linear models are extended using the marginal-conditional approaches, link functions are shown, dispersion parameters and variance functions are found, and deviances are highlighted. A further extension of multivariate generalized linear models is introduced in this chapter using marginal-conditional approach for discrete and continuous distributions.

Date: 2025
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DOI: 10.1007/978-981-96-4726-2_9

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