"First edition published in 2006." 1. Introduction -- What are linear mixed models (LMMs)? -- Models with random effects for clustered data -- Models for longitudinal or repeated-measures data -- A ...

Clustered data, either as an explicit part of the study design or due to the natural distribution of habitats, populations, and so on, are frequently encountered by biologists. Mixed effect models ...

This is a preview. Log in through your library . Abstract We propose a double-penalized likelihood approach for simultaneous model selection and estimation in semiparametric mixed models for ...