Implementing PLS for distance-based regression: computational issues.
Eva BojAurea GranéJosep FortianaMaria Mercè ClaramuntPublished in: Comput. Stat. (2007)
Keyphrases
- computational issues
- partial least squares
- regression model
- principal component regression
- dimension reduction
- discriminant analysis
- multiple regression
- distance measure
- model selection
- outlier detection
- partial least square regression
- regression methods
- regression method
- ridge regression
- neural network
- locally weighted
- ls svm
- linear regression
- polynomial regression
- support vector regression
- regression algorithm
- spectral data
- support vector
- variable selection
- efficient implementation
- latent variables
- machine learning