Variable Selection Methods in High-dimensional Regression - A Simulation Study.
Shirin ShahriariSusana FariaA. Manuela GonçalvesPublished in: Commun. Stat. Simul. Comput. (2015)
Keyphrases
- variable selection
- simulation study
- high dimensional
- linear models
- cross validation
- model selection
- high dimensional data
- preprocessing
- pattern recognition
- dimension reduction
- input variables
- proportional hazards model
- kernel function
- linear regression
- search space
- neural network
- logistic regression models
- stepwise regression