{"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}
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.