Variable selection in functional regression models: A review.
Germán AneirosSilvia NovoPhilippe VieuPublished in: J. Multivar. Anal. (2022)
Keyphrases
- regression model
- variable selection
- model selection
- group lasso
- cross validation
- input variables
- linear models
- logistic regression models
- regression analysis
- regression methods
- linear model
- high dimensional
- prediction model
- explanatory variables
- survival analysis
- gaussian process
- dimension reduction
- target variable
- machine learning
- multivariate regression
- regression trees
- learning algorithm
- regression method
- kernel function
- probabilistic model
- decision trees