© Matt Wiley and Joshua F. Wiley 2019
Matt Wiley and Joshua F. WileyAdvanced R Statistical Programming and Data Modelshttps://doi.org/10.1007/978-1-4842-2872-2_10

10. GLMMs: Introduction

Matt Wiley1  and Joshua F. Wiley1
(1)
Columbia City, IN, USA
 

Generalized linear mixed models (GLMMs) extend the generalized linear models (GLMs), introduced in previous chapters, to statistically account for data that are clustered (e.g., children within schools, individuals within a particular hospital clinic, repeated measures on the same person) and render these non-independent observations conditionally independent.

Accounting for the relations between observations, whether due to clustering within a hierarchy like classes, schools, workplaces, or due to similarities ...

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