Filter-Based Factor Selection Methods in Partial Least Squares Regression

Factor discovery of high-dimensional data is a crucial problem and extremely challenging from a scientific viewpoint with enormous applications in research studies. In this study, the main focus is to introduce the improved subset factor selection method and hence, 9 subset selection methods for par...

Full description

Bibliographic Details
Main Authors: Tahir Mehmood, Maryam Sadiq, Muhammad Aslam
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8878103/