{"title":"Modelling relationships between international equity markets using computational intelligence","authors":"A. Burgess","doi":"10.1109/KES.1998.725946","DOIUrl":null,"url":null,"abstract":"This paper describes the use of computational intelligence techniques for financial forecasting. The econometric concept of cointegration is used as the basis of a class of \"statistical arbitrage\" models. The simple cointegration models are shown to suffer from mis-specifications and non-stationarities which can be alleviated by the use of computational intelligence techniques.","PeriodicalId":394492,"journal":{"name":"1998 Second International Conference. Knowledge-Based Intelligent Electronic Systems. Proceedings KES'98 (Cat. No.98EX111)","volume":"5 1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1998-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"1998 Second International Conference. Knowledge-Based Intelligent Electronic Systems. Proceedings KES'98 (Cat. No.98EX111)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/KES.1998.725946","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
This paper describes the use of computational intelligence techniques for financial forecasting. The econometric concept of cointegration is used as the basis of a class of "statistical arbitrage" models. The simple cointegration models are shown to suffer from mis-specifications and non-stationarities which can be alleviated by the use of computational intelligence techniques.