The first hitting time of stochastic volatility models(随机波动模型的首中时问题)

研究了一类波动率是平方根过程的随机波动CEV模型的首中时问题.利用鞅方法求解首中时和波动率的联合拉普拉斯变换,继而将问题转换为求解一类变系数二阶常微分方程,通过变量代换将此方程转化为经典的Whittaker方程,得到联合拉普拉斯变换表达式.最后,选取不同的参数,使随机波动CEV模型的资产价格过程能够涵盖O-U过程、几何布朗运动、平方根过程等几种常见的扩散过程,画出不同参数下联合拉普拉斯变换函数的三维图像,并分析其变化趋势....

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Main Authors: ZHANGMiao(张苗), LIUHui(刘晖), ZHANGFeilong(张飞龙)
Format: Article
Language:zho
Published: Zhejiang University Press 2017-05-01
Series:Zhejiang Daxue xuebao. Lixue ban
Subjects:
Online Access:https://doi.org/10.3785/j.issn.1008-9497.2017.03.009
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author ZHANGMiao(张苗)
LIUHui(刘晖)
ZHANGFeilong(张飞龙)
author_facet ZHANGMiao(张苗)
LIUHui(刘晖)
ZHANGFeilong(张飞龙)
author_sort ZHANGMiao(张苗)
collection DOAJ
description 研究了一类波动率是平方根过程的随机波动CEV模型的首中时问题.利用鞅方法求解首中时和波动率的联合拉普拉斯变换,继而将问题转换为求解一类变系数二阶常微分方程,通过变量代换将此方程转化为经典的Whittaker方程,得到联合拉普拉斯变换表达式.最后,选取不同的参数,使随机波动CEV模型的资产价格过程能够涵盖O-U过程、几何布朗运动、平方根过程等几种常见的扩散过程,画出不同参数下联合拉普拉斯变换函数的三维图像,并分析其变化趋势.
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spelling doaj.art-514c8b232ffa44188c5ee03b80516f9e2024-03-29T01:58:37ZzhoZhejiang University PressZhejiang Daxue xuebao. Lixue ban1008-94972017-05-0144329630110.3785/j.issn.1008-9497.2017.03.009The first hitting time of stochastic volatility models(随机波动模型的首中时问题)ZHANGMiao(张苗)0https://orcid.org/0000-0003-1640-3173LIUHui(刘晖)1ZHANGFeilong(张飞龙)2 1.School of Mathematics and Statistics, Xidian University, Xi'an 710126, China( 1.西安电子科技大学数学与统计学院,陕西 西安 710126) 2.School of Earth and Space Scienecs, Peking University, Beijing 100871, China( 2.北京大学地球与空间科学学院,北京 100871) 3.School of Physics and Optoelectronic Engineering, Xidian University, Xi'an 710126, China( 3.西安电子科技大学物理与光电工程学院,陕西 西安 710126)研究了一类波动率是平方根过程的随机波动CEV模型的首中时问题.利用鞅方法求解首中时和波动率的联合拉普拉斯变换,继而将问题转换为求解一类变系数二阶常微分方程,通过变量代换将此方程转化为经典的Whittaker方程,得到联合拉普拉斯变换表达式.最后,选取不同的参数,使随机波动CEV模型的资产价格过程能够涵盖O-U过程、几何布朗运动、平方根过程等几种常见的扩散过程,画出不同参数下联合拉普拉斯变换函数的三维图像,并分析其变化趋势.https://doi.org/10.3785/j.issn.1008-9497.2017.03.009随机波动cev模型首中时鞅方法联合拉普拉斯变换whittaker方程
spellingShingle ZHANGMiao(张苗)
LIUHui(刘晖)
ZHANGFeilong(张飞龙)
The first hitting time of stochastic volatility models(随机波动模型的首中时问题)
Zhejiang Daxue xuebao. Lixue ban
随机波动cev模型
首中时
鞅方法
联合拉普拉斯变换
whittaker方程
title The first hitting time of stochastic volatility models(随机波动模型的首中时问题)
title_full The first hitting time of stochastic volatility models(随机波动模型的首中时问题)
title_fullStr The first hitting time of stochastic volatility models(随机波动模型的首中时问题)
title_full_unstemmed The first hitting time of stochastic volatility models(随机波动模型的首中时问题)
title_short The first hitting time of stochastic volatility models(随机波动模型的首中时问题)
title_sort first hitting time of stochastic volatility models 随机波动模型的首中时问题
topic 随机波动cev模型
首中时
鞅方法
联合拉普拉斯变换
whittaker方程
url https://doi.org/10.3785/j.issn.1008-9497.2017.03.009
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