Selective overview of forward selection in terms of robust correlations

Forward selection (FS) is a very effective variable selection procedure for selecting a parsimonious subset of covariates from a large number of candidate covariates. Detecting the type of outlying observations, such as vertical outliers or leverage points, and the FS procedure are inseparable probl...

Full description

Bibliographic Details
Main Authors: Uraibi, Hassan Sami, Midi, Habshah, Rana, Sohel
Format: Article
Language:English
Published: Taylor & Francis 2017
Online Access:http://psasir.upm.edu.my/id/eprint/63189/
http://psasir.upm.edu.my/id/eprint/63189/1/Selective%20overview%20of%20forward%20selection%20in%20terms%20of%20robust%20correlations.pdf