Comparison of Variable Selection Methods for Time-to-Event Data in High-Dimensional Settings.
Julia GilhodesFlorence DalencJocelyn GalChristophe ZemmourEve LeconteJean-Marie BoherThomas FilleronPublished in: Comput. Math. Methods Medicine (2020)
Keyphrases
- variable selection
- high dimensional data
- high dimensional
- data sets
- input variables
- cross validation
- data analysis
- data points
- raw data
- training data
- data mining methods
- dimensionality reduction
- data mining techniques
- linear models
- high dimensionality
- low dimensional
- nearest neighbor
- knowledge discovery
- preprocessing
- support vector machine
- statistical inference