Comparison of the variable importance in projection (VIP) and of the selectivity ratio (SR) methods for variable selection and interpretation
Author:
Affiliation:
1. Department of Environmental Chemistry; IDAEA-CSIC; Jordi Girona 18 08034 Barcleona Spain
2. Department of Analytical Chemistry, Faculty of Chemistry; Sofia University; James Bourchier Blvd, 1164 Sofia Bulgaria
Funder
European Research Council
Publisher
Wiley
Subject
Applied Mathematics,Analytical Chemistry
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1002/cem.2736/fullpdf
Reference42 articles.
1. Principal component regression in NIR analysis: viewpoints, background details and selection of components;Naes;J. Chemometr.,1988
2. Partial least-squares regression: a tutorial;Geladi;Anal. Chim. Acta,1986
3. PLS-regression: a basic tool of chemometrics;Wold;Chemometr. Intell. Lab. Syst.,2001
4. Variable selection in regression-a tutorial;Andersen;J. Chemometr.,2010
Cited by 444 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Hyperspectral imaging system for pre- and post-harvest defect detection in paprika fruit;Postharvest Biology and Technology;2024-12
2. Drivers of long-term changes in summer compound hot extremes in China: Climate change, urbanization, and vegetation greening;Atmospheric Research;2024-11
3. Differentiation of Listeria monocytogenes serotypes using near infrared hyperspectral imaging;Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy;2024-11
4. Lipids associated with atherosclerotic plaque instability revealed by mass spectrometry imaging of human carotid arteries;Atherosclerosis;2024-10
5. Comparative chemometric modeling of fresh and dry cannabis inflorescences using FT‐NIR spectroscopy: Quantification and classification insights;Phytochemical Analysis;2024-09-10
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3