{"title":"基于Copula-Kernel模型的投资组合La-VaR分析研究","authors":"Jianhui Yang, Bin Yang","doi":"10.1109/CIS.2012.102","DOIUrl":null,"url":null,"abstract":"Traditional VaR method has many defects in measuring portfolio risk, this paper modifies BDSS model and gets revised BDSS model - La-VaR model based on relative price. For fitting the sequences of the rate of return and relative price, this paper adopts Gaussian-kernel function with good smoothness and Copula-kernel model to portray marginal distribution and correlation structure. Afterwards sequence of empirical distribution is produced through Monte Carlo simulation. The empirical results show that Copula-kernel model has a high accuracy in fitting sequences of the rate of return and relative price. Liquidity risk in La-VaR model is getting significant as the decrease of confidence c, but back testing shows that both VaR and La-VaR model overestimate the risk.","PeriodicalId":294394,"journal":{"name":"2012 Eighth International Conference on Computational Intelligence and Security","volume":"175 ","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Study on Portfolio La-VaR Analysis Based on Copula-Kernel Model\",\"authors\":\"Jianhui Yang, Bin Yang\",\"doi\":\"10.1109/CIS.2012.102\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Traditional VaR method has many defects in measuring portfolio risk, this paper modifies BDSS model and gets revised BDSS model - La-VaR model based on relative price. For fitting the sequences of the rate of return and relative price, this paper adopts Gaussian-kernel function with good smoothness and Copula-kernel model to portray marginal distribution and correlation structure. Afterwards sequence of empirical distribution is produced through Monte Carlo simulation. The empirical results show that Copula-kernel model has a high accuracy in fitting sequences of the rate of return and relative price. Liquidity risk in La-VaR model is getting significant as the decrease of confidence c, but back testing shows that both VaR and La-VaR model overestimate the risk.\",\"PeriodicalId\":294394,\"journal\":{\"name\":\"2012 Eighth International Conference on Computational Intelligence and Security\",\"volume\":\"175 \",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-11-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 Eighth International Conference on Computational Intelligence and Security\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CIS.2012.102\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 Eighth International Conference on Computational Intelligence and Security","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIS.2012.102","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Study on Portfolio La-VaR Analysis Based on Copula-Kernel Model
Traditional VaR method has many defects in measuring portfolio risk, this paper modifies BDSS model and gets revised BDSS model - La-VaR model based on relative price. For fitting the sequences of the rate of return and relative price, this paper adopts Gaussian-kernel function with good smoothness and Copula-kernel model to portray marginal distribution and correlation structure. Afterwards sequence of empirical distribution is produced through Monte Carlo simulation. The empirical results show that Copula-kernel model has a high accuracy in fitting sequences of the rate of return and relative price. Liquidity risk in La-VaR model is getting significant as the decrease of confidence c, but back testing shows that both VaR and La-VaR model overestimate the risk.