Simple GLM

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 3 in Generalized Linear Models and Extensions, 2025, pp 39-54 from Springer

Abstract: Abstract In this chapter, the background of linear modeling for a wide variety of distributions of outcome variables is displayed. It presents the exponential forms and different components for each outcome variable, along with their natural or canonical linkCanonical link functions, culminating in the formation of generalized linear models. The text provides a detailed exposition of the components and applications of generalized linear models across a variety of distributions.

Date: 2025
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-981-96-4726-2_3

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DOI: 10.1007/978-981-96-4726-2_3

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