Comparison of variable selection methods in partial least squares regression-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Comparison of variable selection methods in partial least squares regression

Published:2020-02-20 Issue:6 Volume:34 Page:
ISSN:0886-9383
Container-title:Journal of Chemometrics
language:en
Short-container-title:Journal of Chemometrics

Author:

Mehmood Tahir¹²^ORCID,Sæbø Solve²,Liland Kristian Hovde²³^ORCID

Affiliation:

1. School of Natural SciencesNational University of Sciences and Technology (NUST) Islamabad Pakistan

2. Faculty of Chemistry, Biotechnology and Food SciencesNorwegian University of Life Sciences Ås Norway

3. Faculty of Science and TechnologyNorwegian University of Life Sciences Ås Norway

Publisher

Wiley

Subject

Applied Mathematics,Analytical Chemistry

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/cem.3226

Reference44 articles.

1. Comments on: Augmenting the bootstrap to analyze high dimensional genomic data

2. Variable and subset selection in PLS regression

3. A Partial Least Squares based algorithm for parsimonious variable selection

4. Mining for genotype-phenotype relations in Saccharomyces using partial least squares

5. WoldS MartensH WoldH.The multivariate calibration problem in chemistry solved by the PLS method. In: Conference Proceeding Matrix pencils Springer;1983;Berlin Heidelberg:286‐293.

Cited by 130 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. Good results from sensor data: Performance of machine learning algorithms for regression problems in chemical sensors;Sensors and Actuators B: Chemical;2024-12

2. Interpretation of high dimensional definitive screening designs assisted by bootstrapped partial least squares regression;Chemometrics and Intelligent Laboratory Systems;2024-10

3. Effect of climate change on habitat suitability and recruitment dynamics of swimming crabs in the Taiwan Strait;Marine and Freshwater Research;2024-09-04

4. Improving insights from metabolomic functional analysis combining multivariate tools;Analytica Chimica Acta;2024-09

5. Micrometric thermal electronic nose able to detect and quantify individual gases in a mixture;Journal of Science: Advanced Materials and Devices;2024-09

同舟云学术

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