Smooth-Threshold GEE Variable Selection in High-Dimensional Partially Linear Models with Longitudinal Data.
Ruiqin TianLiugen XuePublished in: Commun. Stat. Simul. Comput. (2015)
Keyphrases
- variable selection
- linear models
- high dimensional
- dimension reduction
- low dimensional
- dimensionality reduction
- high dimensional data
- cross validation
- feature space
- high dimensionality
- model selection
- additive models
- group lasso
- nearest neighbor
- closed form
- active learning
- pattern recognition
- feature extraction
- image processing
- data mining