Bo HU, Jun SHAO, Mari PALTA, Variability explained by covariates in linear mixed-effect models for longitudinal data, The Canadian Journal of Statistics / La Revue Canadienne de Statistique, Vol. 38, ...

Dalei Yu, Xinyu Zhang, Kelvin K.W. Yau, Asymptotic properties and information criteria for misspecified generalized linear mixed models, Journal of the Royal Statistical Society.

This section provides an overview of a likelihood-based approach to general linear mixed models. This approach simplifies and unifies many common statistical analyses, including those involving ...

Smithsonian Libraries and Archives Object Details Author Zuur, Alain F Contents Limitations of linear regression applied on ecological data -- Things are not always linear : additive modeling -- ...

Note that, when and Z = 0, the mixed model reduces to the standard linear model. You can model the variance of the data, y, by specifying the structure (or form) of Z, G, and R. The model matrix Z is ...