Generalized linear mixed model and linear mixed model, which one is better for stratified sampling data?

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Daniel Lüdecke

The linear (mixed) model is just a special case of the generalized linear (mixed) model, and the choice should depend on the nature of your data. For count data, use GLM(M) from the Poisson family, for binary data a logistic regression model, for continuous data you may use a linear model.

I'm not sure which software package you're using, but maybe this overview is helpful:

http://htmlpreview.github.io/?https://github.com/strengejacke/mixed-models-snippets/blob/master/overview_modelling_packages.html