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首页|期刊导航|郑州轻工业学院学报(自然科学版)|基于Generalized - Hyperbolic分布的VaR和CVaR拟合实证研究

基于Generalized - Hyperbolic分布的VaR和CVaR拟合实证研究

张亮亮 杨青 熊国兵

郑州轻工业学院学报(自然科学版)2011,Vol.26Issue(5):121-124,4.
郑州轻工业学院学报(自然科学版)2011,Vol.26Issue(5):121-124,4.

基于Generalized - Hyperbolic分布的VaR和CVaR拟合实证研究

An empirical study on Generalized-Hyperbolic distribution based VaR and CVaR estimation

张亮亮 1杨青 2熊国兵1

作者信息

  • 1. 光大证券风险管理部,上海200040
  • 2. 复旦大学经济学院,上海200433
  • 折叠

摘要

Abstract

The VaR and CVaR model were calibrated using Chinese market data based on Generalized-Hyperbolic distribution and with maximum likelihood method, the empirical and back testing results are presented. The results showed that the introduction of G-H distribution effectivly reduced the failure rate of VaR model, and the higher the percentile, the better the fit result is. It is thus proved that G-H parametric method is a very good VaR and CVaR estimation technique.

关键词

Generalized - Hyperbolic分布/VaR/CVaR/拟合

Key words

Generalized-Hyperbolic distribution/ VaR/ CVaR/ estimation

分类

数理科学

引用本文复制引用

张亮亮,杨青,熊国兵..基于Generalized - Hyperbolic分布的VaR和CVaR拟合实证研究[J].郑州轻工业学院学报(自然科学版),2011,26(5):121-124,4.

基金项目

国家自然科学基金项目(70702028) (70702028)

上海浦江人才计划资助项目 ()

郑州轻工业学院学报(自然科学版)

OACSTPCD

2095-476X

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