Assessing Sample Variability in the Visualization Techniques Related to Principal Component Analysis: Bootstrap and Alternative Simulation Methods

Author:

Chateau Frederic,Lebart Ludovic

Publisher

Physica-Verlag HD

Reference14 articles.

1. Barbe P., Bertail P. (1995) — The weighted Bootstrap. Springer Verlag.

2. Benasseni J. (1986) — Stabilite de l’analyse en composantes principales par rapport à une perturbation des donnees. Revue Statist. Appl., 35, 3, p 49–64.

3. Daudin J.-J., Duby C., Trecourt P. (1988) — Stability of principal components studied by the bootstrap method. Statistics, 19, p 241–258.

4. Diaconis P., Efron B. (1983) — Computer intensive methods in statistics. Scientific American, 248, (May), p 116–130.

5. Efron B. (1979) — Bootstraps methods: another look at the Jackknife. Ann. Statist., 7, p 1–26.

Cited by 5 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. Bootstrap Confidence Regions for Learned Feature Embeddings;Journal of Computational and Graphical Statistics;2023-05-15

2. Mapping the Literature of Digital Transformation in the Context of Non-profit Organisations;Lecture Notes in Information Systems and Organisation;2022-11-24

3. Confidence Areas for Fixed-Effects PCA;Journal of Computational and Graphical Statistics;2016-01-02

4. Multiple imputation in principal component analysis;Advances in Data Analysis and Classification;2011-03-06

5. Validation Techniques in Text Mining (with Application to the Processing of Open-ended Questions);Text Mining and its Applications;2004

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