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This R package implements some machine learning methods for longitudinal and clustered data based on the standard generalized linear mixed effect model, regression trees, and generalized boosted machines.
R codes and data sets for Linear Mixed Models. An Introduction with applications in Veterinary Research by Duchateau, L. and Janssen, P. and Rowlands, G. J.