Introduction to Generalized Linear Models

Introduction to Generalized Linear ModelsHeather TurnerESRC National Centre for Research Methods, UKandDepartment of StatisticsUniversity of Warwick, UKWU, 2008 04 22-24 Copyrightc Heather Turner, 2008 Introduction to Generalized Linear ModelsIntroductionThis short course provides an overview of Generalized Linear Models (GLMs).We shall see that these Models extend the Linear modellingframework to variables that are not Normally are most commonly used to model binary or count data, sowe will focus on Models for these types of to Generalized Linear ModelsOutlinesPlanPart I: Introduction to Generalized Linear ModelsPart II: Binary DataPart III: Count DataIntroduction to Generalized Linear ModelsOutlinesPart I: Introduction to Generalized Linear ModelsPart I: IntroductionReview of Linear ModelsGeneralized Linear ModelsGLMs in RExercisesIntroduction to Generalized Linear ModelsOutlinesPart

Introduction Generalized Linear Models Structure Normal General Linear Model as a Special Case For the general linear model with N (0 ; 2) we have the linear predictor i = 0 + 1 x 1 i + :::+ p x pi the link function g( i) = i and the variance function V ( i) = 1

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  Introduction, Linear, Model, Special, Generalized, Introduction to generalized linear models, Introduction generalized linear

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