价格波动幅度变动率---一个新的市场风险度量指标

谢海滨;邹国华;汪寿阳

系统科学与数学 ›› 2009, Vol. 29 ›› Issue (11) : 1460-1466.

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系统科学与数学 ›› 2009, Vol. 29 ›› Issue (11) : 1460-1466. DOI: 10.12341/jssms08477
论文

价格波动幅度变动率---一个新的市场风险度量指标

    谢海滨, 邹国华, 汪寿阳
作者信息 +

Price Range Volatility--- A New Indicator for Risk Measurement

    XIE Haibin, ZOU Guohua, WANG Shouyang
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文章历史 +

摘要

在度量风险时,一个常用的指标就是收益率的方差.然而,用该指标来度量风险会丢失掉一些非常有用的信息,如一日之内的开盘价,最高价,最低价等.鉴于传统指标的不足,提出用另一种指标---价格波动幅度变动率来度量市场风险.为了说明该指标的合理性及优良性,用标普500指数考察了该指标的主要经验统计特性和动态结构.结果表明新的指标具有近似正态性,建模的简易性及可预测性,因此可以作为一个新的风险度量指标.

Abstract

In this paper, we propose to adopt price-range volatility to gauge risk. To demonstrate that the indicator we propose is a good candidate for measuring risk, we investigate empirically the statistical properties of price range volatility on Standard and Poors 500 index. Our results show that the distribution of price range volatility is nearly normal, and the dynamic structures of price range volatility can be well captured by a Moving Average model of order one.
Furthermore, the results also indicate that price range volatility can be highly predictable, which makes it an excellent indicator for risk-management.

关键词

CARR / GARCH / 价格波动幅度 / 价格波动幅度变动率.

Key words

CARR / GARCH / price range / price range volatility.

引用本文

导出引用
谢海滨 , 邹国华 , 汪寿阳. 价格波动幅度变动率---一个新的市场风险度量指标. 系统科学与数学, 2009, 29(11): 1460-1466. https://doi.org/10.12341/jssms08477
XIE Haibin , ZOU Guohua , WANG Shouyang. Price Range Volatility--- A New Indicator for Risk Measurement. Journal of Systems Science and Mathematical Sciences, 2009, 29(11): 1460-1466 https://doi.org/10.12341/jssms08477
中图分类号: 91B28   
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