The geometry of PLS1 explained properly: 10 key notes on mathematical properties of and some alternative algorithmic approaches to PLS1 modelling
Author:
Affiliation:
1. Department of Mathematical Sciences and Technology; Norwegian University of Life Sciences; N-1432 Ås Norway
Publisher
Wiley
Subject
Applied Mathematics,Analytical Chemistry
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1002/cem.2589/fullpdf
Reference31 articles.
1. Lecture Notes in Mathematics;Wold,1983
2. The collinearity problem in linear regression. The partial least squares (PLS) approach to generalized inverses;Wold;SIAM J. Scientific Comput,1984
3. PLS-regression: a basic tool of chemometrics;Wold;Chemom. Intell. Lab. Syst,2001
4. Analysis of two partial-least-squares algorithms for multivariate calibration;Manne;Chemom. Intell. Lab. Syst.,1987
Cited by 35 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. Development of partial least squares regression with discriminant analysis for software bug prediction;Heliyon;2024-08
2. Green analytical chemistry: Experimental and chemometric methods for the detection of therapeutics using liquid chromatography in wastewater samples;Analytical Chemistry Letters;2024-01-02
3. Dimension reduction for uncertainty propagation and global sensitivity analyses of a cesium adsorption model;Journal of Computational Science;2024-01
4. PLS1-MD: A partial least squares regression algorithm for solving missing data problems;Chemometrics and Intelligent Laboratory Systems;2023-09
5. Dual-sPLS: A family of Dual Sparse Partial Least Squares regressions for feature selection and prediction with tunable sparsity; evaluation on simulated and near-infrared (NIR) data;Chemometrics and Intelligent Laboratory Systems;2023-06
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