Comparison between linear and non-linear variable selection methods with applications to spectroscopic (UV-Vis/NIR) data

• Main Authors: Chanida Krongchai, Sakunna Wongsaipun, Sujitra Funsueb, Parichat Theanjumpol, Jaroon Jakmunee, Sila Kittiwachana
• Format: Journal
• Published: 2020
• Subjects: Biochemistry, Genetics and Molecular Biology; Chemistry; Materials Science; Mathematics; Physics and Astronomy
• Online Access: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85078946174&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/68270
• Institution: Chiang Mai University

© 2020, Chiang Mai University. All rights reserved. Variable selection aims to identify important parameters in relation to predicted responses. Selection outcomes of the important variables could be different depending on the methods used. In this research, the important variables identified using...