Boundary behavior in High Dimension, Low Sample Size asymptotics of PCA
Author:
Publisher
Elsevier BV
Subject
Statistics, Probability and Uncertainty,Numerical Analysis,Statistics and Probability
Reference25 articles.
1. Absolute continuity of eigenvectors of time-varying operators;Acker;Proc. Amer. Math. Soc.,1974
2. The high-dimension, low-sample-size geometric representation holds under mild conditions;Ahn;Biometrika,2007
3. Spectral Analysis of Large Dimensional Random Matrices;Bai,2010
4. Eigenvalues of large sample covariance matrices of spiked population models;Baik;J. Multivariate Anal.,2006
5. Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses;Bhattacharjee;Proc. Natl. Acad. Sci. USA,2001
Cited by 34 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. Double data piling: a high-dimensional solution for asymptotically perfect multi-category classification;Journal of the Korean Statistical Society;2024-04-03
2. James–Stein for the leading eigenvector;Proceedings of the National Academy of Sciences;2023-01-05
3. Wastewater and sediments contamination by metallic trace elements in an urban watercourse of Taza city (Morocco);International Journal of Environmental Science and Technology;2022-07-24
4. Adjusting systematic bias in high dimensional principal component scores;Statistica Sinica;2022
5. James‐Stein estimation of the first principal component †;Stat;2021-08-31
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