{"title":"回归方法","authors":"A. Itkin","doi":"10.1142/9789811212772_0004","DOIUrl":null,"url":null,"abstract":"In this chapter we describe the second and, perhaps, the most popular approach to building the local volatility surface by regressions. Regression-based methods include both parametric and non-parametric fits. Usually, all these methods deal with construction of the implied volatility surface while the local volatility can be found afterwards by using Eq.(3.2) or any its flavor.","PeriodicalId":299787,"journal":{"name":"Fitting Local Volatility","volume":"102 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Regression-based Methods\",\"authors\":\"A. Itkin\",\"doi\":\"10.1142/9789811212772_0004\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this chapter we describe the second and, perhaps, the most popular approach to building the local volatility surface by regressions. Regression-based methods include both parametric and non-parametric fits. Usually, all these methods deal with construction of the implied volatility surface while the local volatility can be found afterwards by using Eq.(3.2) or any its flavor.\",\"PeriodicalId\":299787,\"journal\":{\"name\":\"Fitting Local Volatility\",\"volume\":\"102 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-01-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Fitting Local Volatility\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1142/9789811212772_0004\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Fitting Local Volatility","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1142/9789811212772_0004","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
In this chapter we describe the second and, perhaps, the most popular approach to building the local volatility surface by regressions. Regression-based methods include both parametric and non-parametric fits. Usually, all these methods deal with construction of the implied volatility surface while the local volatility can be found afterwards by using Eq.(3.2) or any its flavor.