{"title":"AR(1)过程特征组合性能分析","authors":"Onur Yilmaz, A. Akansu","doi":"10.1109/CISS.2016.7460552","DOIUrl":null,"url":null,"abstract":"In this paper, we analyze eigenportfolio returns for discrete AR(1) process. We derive closed-form expressions for Sharpe ratio and market exposure of eigenportfolios. We calculate and compare their performance for various model parameters. We validate AR(1) based covariance approximation for the market data of a basket with five stocks.","PeriodicalId":346776,"journal":{"name":"2016 Annual Conference on Information Science and Systems (CISS)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Performance analysis of eigenportfolios for AR(1) process\",\"authors\":\"Onur Yilmaz, A. Akansu\",\"doi\":\"10.1109/CISS.2016.7460552\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we analyze eigenportfolio returns for discrete AR(1) process. We derive closed-form expressions for Sharpe ratio and market exposure of eigenportfolios. We calculate and compare their performance for various model parameters. We validate AR(1) based covariance approximation for the market data of a basket with five stocks.\",\"PeriodicalId\":346776,\"journal\":{\"name\":\"2016 Annual Conference on Information Science and Systems (CISS)\",\"volume\":\"57 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-03-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 Annual Conference on Information Science and Systems (CISS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CISS.2016.7460552\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 Annual Conference on Information Science and Systems (CISS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CISS.2016.7460552","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Performance analysis of eigenportfolios for AR(1) process
In this paper, we analyze eigenportfolio returns for discrete AR(1) process. We derive closed-form expressions for Sharpe ratio and market exposure of eigenportfolios. We calculate and compare their performance for various model parameters. We validate AR(1) based covariance approximation for the market data of a basket with five stocks.