Multi-model inference using mixed effects from a linear regression based genetic algorithm

@inproceedings{Borght2013MultimodelIU,
  title={Multi-model inference using mixed effects from a linear regression based genetic algorithm},
  author={Koen Van der Borght and Geert Verbeke and Herman van Vlijmen},
  booktitle={BMC Bioinformatics},
  year={2013}
}
Different high-dimensional regression methodologies exist for the selection of variables to predict a continuous variable. To improve the variable selection in case clustered observations are present in the training data, an extension towards mixed-effects modeling (MM) is requested, but may not always be straightforward to implement. In this article, we… CONTINUE READING