Double penalized variable selection for high-dimensional partial linear mixed effects models.
Yiping YangChuanqin LuoWeiming YangPublished in: J. Multivar. Anal. (2024)
Keyphrases
- variable selection
- linear models
- high dimensional
- mixed effects
- model selection
- cross validation
- random effects
- input variables
- linear model
- dimension reduction
- logistic regression models
- feature selection
- probabilistic model
- machine learning
- least squares
- dimensionality reduction
- graphical models
- preprocessing
- hyperparameters
- pattern recognition