A Monte-Carlo approach for pricing arithmetic Asian rainbow options under the mixed fractional Brownian motion

被引:12
作者
Ahmadian, D. [1 ]
Ballestra, L., V [2 ]
Shokrollahi, F. [3 ]
机构
[1] Univ Tabriz, Fac Math Stat & Comp Sci, 29 Blvd, Tabriz, Iran
[2] Alma Mater Studiorum Univ Bologna, Dept Stat Sci, Via Belle Arti 41, I-40126 Bologna, Italy
[3] Univ Vaasa, Dept Math & Stat, POB 700, FIN-65101 Vaasa, Finland
关键词
Mixed fractional Brownian motion; Monte Carlo simulation; Control variate; Asian rainbow option; Option pricing; BLACK-SCHOLES EQUATION; POWER OPTIONS; ARBITRAGE; MODEL;
D O I
10.1016/j.chaos.2022.112023
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We derive a closed-form solution for pricing geometric Asian rainbow options under the mixed geometric fractional Brownian motion (FBM). In particular, the number of underlying assets is allowed to be arbitrary, and fully correlated fractional Brownian motions are taken into account. The analytical solution obtained is used as a control variate for Monte Carlo based computations of the price of arithmetic Asian rainbow options. Numerical experiments are presented in which options on two, three, four and ten underlying assets are considered. Results reveal that the proposed control variate technique is very effective to reduce the variance of theMonte Carlo estimator and yields a reliable approximation of the Asian rainbow option price. (C) 2022 Published by Elsevier Ltd.
引用
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页数:9
相关论文
共 37 条
[1]   Pricing geometric Asian rainbow options under the mixed fractional Brownian motion [J].
Ahmadian, D. ;
Ballestra, L., V .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 555
[2]  
Bender C., THEORY STOCHASTIC PR
[3]   Long memory and volatility clustering: Is the empirical evidence consistent across stock markets? [J].
Bentes, Sonia R. ;
Menezes, Rui ;
Mendes, Diana A. .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2008, 387 (15) :3826-3830
[4]  
Berg L., 1998, Applied Financial Economics, V8, P435, DOI 10.1080/096031098332961
[5]   PRICING OF OPTIONS AND CORPORATE LIABILITIES [J].
BLACK, F ;
SCHOLES, M .
JOURNAL OF POLITICAL ECONOMY, 1973, 81 (03) :637-654
[6]   OPTIONS - MONTE-CARLO APPROACH [J].
BOYLE, PP .
JOURNAL OF FINANCIAL ECONOMICS, 1977, 4 (03) :323-338
[7]   Fractional diffusion models of option prices in markets with jumps [J].
Cartea, Alvaro ;
del-Castillo-Negrete, Diego .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2007, 374 (02) :749-763
[8]  
Cheridito J, 2001, THESIS ETH ZURICH
[9]   Arbitrage in fractional Brownian motion models [J].
Cheridito, P .
FINANCE AND STOCHASTICS, 2003, 7 (04) :533-553
[10]   Mixed fractional Brownian motion [J].
Cheridito, P .
BERNOULLI, 2001, 7 (06) :913-934