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Generalized Linear Mixed (effects) Models are typically used for modeling non-independent non-normal data (eg, longitudinal binary data).
2
votes
Is it mandatory to subset your data to validate a model?
The short answer is yes, you need to assess your model's performance on data not used in training.
Modern model building techniques are extremely good at fitting data arbitrarily well and can easily …