再论国际债券收益的共同因素:一个共同的主成分方法

Franck Moraux, C. Pérignon, Christophe Villa
{"title":"再论国际债券收益的共同因素:一个共同的主成分方法","authors":"Franck Moraux, C. Pérignon, Christophe Villa","doi":"10.2139/ssrn.302086","DOIUrl":null,"url":null,"abstract":"The movements of domestic term structures of interest rates are commonly assumed to be driven by a small number of factors, usually obtained from a principal component analysis. In order to model simultaneously the dynamics of several domestic term structures, principal component analysis is applied either to the pooled data or separately to each domestic term structure. Although researchers often notice that the shape of the factor loadings is the same for all countries but that the explained variance per factor is quite different across countries, they stop formulating constraints on parameters. This paper applies Common Principal Component analysis to deal with this issue.","PeriodicalId":151935,"journal":{"name":"EFA 2002 Submissions","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2002-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Common Factors in International Bond Returns Revisited: A Common Principal Component Approach\",\"authors\":\"Franck Moraux, C. Pérignon, Christophe Villa\",\"doi\":\"10.2139/ssrn.302086\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The movements of domestic term structures of interest rates are commonly assumed to be driven by a small number of factors, usually obtained from a principal component analysis. In order to model simultaneously the dynamics of several domestic term structures, principal component analysis is applied either to the pooled data or separately to each domestic term structure. Although researchers often notice that the shape of the factor loadings is the same for all countries but that the explained variance per factor is quite different across countries, they stop formulating constraints on parameters. This paper applies Common Principal Component analysis to deal with this issue.\",\"PeriodicalId\":151935,\"journal\":{\"name\":\"EFA 2002 Submissions\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2002-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"EFA 2002 Submissions\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2139/ssrn.302086\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"EFA 2002 Submissions","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.302086","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

国内利率期限结构的变动通常被认为是由少数因素驱动的,这些因素通常来自主成分分析。为了同时模拟多个国内期限结构的动态,主成分分析要么应用于汇集的数据,要么单独应用于每个国内期限结构。尽管研究人员经常注意到,所有国家的因素负荷形状都是相同的,但每个因素的解释方差在各国之间却有很大不同,但他们不再制定对参数的约束。本文运用公主成分分析法对这一问题进行了分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Common Factors in International Bond Returns Revisited: A Common Principal Component Approach
The movements of domestic term structures of interest rates are commonly assumed to be driven by a small number of factors, usually obtained from a principal component analysis. In order to model simultaneously the dynamics of several domestic term structures, principal component analysis is applied either to the pooled data or separately to each domestic term structure. Although researchers often notice that the shape of the factor loadings is the same for all countries but that the explained variance per factor is quite different across countries, they stop formulating constraints on parameters. This paper applies Common Principal Component analysis to deal with this issue.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信