随机利率下基于Tsallis熵分布的幂式期权定价

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  • 燕山大学理学院, 河北秦皇岛 066004

收稿日期: 2016-12-16

  网络出版日期: 2019-12-04

基金资助

国家自然科学基金(No.11771346)

Pricing of power european options based on Tsallis entropy under stochastic interest rate

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  • School of Science, Yanshan University, Qinhuangdao 066004, Hebei, China

Received date: 2016-12-16

  Online published: 2019-12-04

摘要

考虑到无风险利率的随机性以及股票收益率分布的尖峰厚尾和长期相依性,利用具有长程记忆及统计反馈性质的Tsallis熵分布建立股票价格的运动模型,在无风险利率服从Vasicek模型下,运用保险精算定价法得到了幂式期权的定价公式,推广了经典的Black-Scholes定价公式,扩展了已有文献的结论.

本文引用格式

未倩, 王永茂 . 随机利率下基于Tsallis熵分布的幂式期权定价[J]. 运筹学学报, 2019 , 23(4) : 124 -130 . DOI: 10.15960/j.cnki.issn.1007-6093.2019.04.011

Abstract

The randomness of interest and characteristics of fat-tailed, long-term dependence of return distribution of asset prices are considered. Thus, the distribution of Tsallis entropy, which has the characteristics of long-term memory and statistical feedback, is selected to describe the law of the asset prices movement. By using the actuarial approach method under the Vasicek interest rate model, the pricing formulas of power European options are obtained. The formulas not only generalize the classical Black-Scholes conclusion, but also contain the conclusions in the other literature.

参考文献

[1] Black F, Scholes M. The pricing of options and corporate liabilities[J]. Journal of Political Economy, 1973, 81(3):637-654.
[2] 陈倩, 李金林, 张伦. 基于g-h分布的上证指数收益率分布拟合研究[J]. 中国管理科学, 2008, (s1):226-230.
[3] Tsallis C. Possible generalization of Boltzmann-Gibbsstatistics[J]. Journal of Statistical, Physics, 1988, 52(1):479-487.
[4] Michael F, Johnson M D. Financial market dynamics[J]. Physica A Statistical Mechanics & Its Appli-cations, 2003, 320(C):525-534.
[5] 张磊, 苟小菊. 基于Tsallis理论的中国股市收益分布研究[J]. 运筹与管理, 2012, 21(3):200-205.
[6] Bladt M, Rydberg H T. An actuarial approach to option pricing under the physical measure and witout market assumptions[J]. Mathmatics and Economics, 1998, 22(1):65-73.
[7] Borland L. A theory of non-Gaussian option pricing[J]. Quantitative Finance, 2002, 7(6):415-431.
[8] 赵攀, 肖庆宪. 随机利率下基于O-U过程的幂型欧式期权定价[J]. 合肥工业大学学报:自然科学版, 2014, 37(11):1386-1390.
[9] 赵攀, 肖庆宪. 基于Tsallis分布及跳扩散过程的欧式期权定价[J]. 中国管理科学, 2015, 23(6):41-48.
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