EPID 766: Analysis of Longitudinal Data from ... - NCSU Statistics

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TABLE OF CONTENTS Epid 766, D. Zhang 4.1.6 Analyze Infectious disease data using GEE . . . . . 150 4.1.7 Analyze epileptic seizure count data using GEE . . 156 4.2 Generalized linear mixed models (GLMMs) . . . . . . . . . 167 4.2.1 Model specification and implementation . . . . . . 167 4.3 Analyze infectious disease data using a GLMM . . . . . . . 178 4.4 Analyze epileptic count data using a GLMM . . . . . . . . 189 5 Summary: what we covered 200 Graduate Summer Session in Epidemiology
CHAPTER 1 Epid 766, D. Zhang 1 Review and introduction to longitudinal studies • Review of 3 study designs • Introduction to longitudinal (panel) studies • Data examples • Features of longitudinal data • Why longitudinal studies • Challenges in analyzing longitudinal data • Methods for analyzing longitudinal data: two-stage, linear mixed model, GEE, transition models • Two-stage method for analyzing longitudinal data • Analyzing Framingham data using two-stage method Graduate Summer Session in Epidemiology Slide 5
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EPID 766: Analysis of Longitudinal Data from ... - NCSU Statistics

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