Simultaneous multiple change-point and factor analysis for high-dimensional time series
Author:
Funder
Engineering and Physical Sciences Research Council
Publisher
Elsevier BV
Subject
Applied Mathematics,Economics and Econometrics
Reference65 articles.
1. Eigenvalue ratio test for the number of factors;Ahn;Econometrica,2013
2. Using principal component analysis to estimate a high dimensional factor model with high-frequency data;Aït-Sahalia;J. Econometrics,2017
3. Improved penalization for determining the number of factors in approximate static factor models;Alessi;Statist. Probab. Lett.,2010
4. Inferential theory for factor models of large dimensions;Bai;Econometrica,2003
5. Determining the number of factors in approximate factor models;Bai;Econometrica,2002
Cited by 73 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. Distinguishing Time-varying Factor Models;Journal of Business & Economic Statistics;2024-08-26
2. A Distribution-Free Method for Change Point Detection in Non-Sparse High Dimensional Data;Journal of Computational and Graphical Statistics;2024-08-23
3. A novel control chart scheme for online social network monitoring using multivariate nonparametric profile techniques;Applied Network Science;2024-07-03
4. Change-point analysis of time series with evolutionary spectra;Journal of Econometrics;2024-06
5. Change point detection via feedforward neural networks with theoretical guarantees;Computational Statistics & Data Analysis;2024-05
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