Regularized partial least squares with an application to NMR spectroscopy
Author:
Publisher
Wiley
Subject
Computer Science Applications,Information Systems,Analysis
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1002/sam.11169/fullpdf
Reference42 articles.
1. Tumor classification by partial least squares using microarray gene expression data;Nguyen;Bioinformatics,2002
2. Partial least squares: a versatile tool for the analysis of high-dimensional genomic data;Boulesteix;Brief Bioinform,2007
3. A sparse PLS for variable selection when integrating omics data;Lê Cao;Stat Appl Genet Mol Biol,2008
4. Sparse partial least squares regression for simultaneous dimension reduction and variable selection;Chun;J Roy Stat Soc Ser B,2010
5. Estimation of principal components and related models by iterative least squares;Wold;Multivariate Anal,1966
Cited by 40 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. Using the Krylov subspace formulation to improve regularisation and interpretation in partial least squares regression;Computational Statistics;2024-09-12
2. Iterative Pseudo-Sparse Partial Least Square and Its Higher Order Variant: Application to Inference From High-Dimensional Biosignals;IEEE Transactions on Cognitive and Developmental Systems;2024-02
3. SPA-STOCSY: an automated tool for identifying annotated and non-annotated metabolites in high-throughput NMR spectra;Bioinformatics;2023-10-01
4. Accelerate the warm-up stage in the Lasso computation via a homotopic approach;Computational Statistics & Data Analysis;2023-08
5. Nonstationary Gaussian Process Discriminant Analysis With Variable Selection for High-Dimensional Functional Data;Journal of Computational and Graphical Statistics;2022-09-14
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