Quadratic approximation of the slow factor of volatility in a multifactor stochastic volatility model

被引:3
|
作者
Malhotra, Gifty [1 ]
Srivastava, R. [1 ]
Taneja, H. C. [1 ]
机构
[1] Delhi Technol Univ, Dept Appl Math, Delhi 110042, India
关键词
multifactor stochastic volatility; option pricing; quadratic approximation; slow volatility factor; volatility model; OPTIONS;
D O I
10.1002/fut.21895
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
A new multifactor stochastic volatility model is proposed in which the slow volatility factor is approximated by a quadratic arc. The perturbation technique is used to obtain the approximate expression for the European option price. The notion of a modified Black-Scholes price is introduced. A simplified expression for the European option price, perturbed around the modified Black-Scholes price, is obtained. An expression of modified price is also obtained in terms of the Black-Scholes price. The effect of this modification on pricing is explained, the accuracy of the approximate option pricing formula established, and its computational cost discussed.
引用
收藏
页码:607 / 624
页数:18
相关论文
共 50 条
  • [1] A multifactor stochastic volatility model of commodity prices
    Cortazar, Gonzalo
    Lopez, Matias
    Naranjo, Lorenzo
    [J]. ENERGY ECONOMICS, 2017, 67 : 182 - 201
  • [2] Unspanned stochastic volatility in the multifactor CIR model
    Filipovic, Damir
    Larsson, Martin
    Statti, Francesco
    [J]. MATHEMATICAL FINANCE, 2019, 29 (03) : 827 - 836
  • [3] Multifactor Approximation of Rough Volatility Models
    Jaber, Eduardo Abi
    El Euch, Omar
    [J]. SIAM JOURNAL ON FINANCIAL MATHEMATICS, 2019, 10 (02): : 309 - 349
  • [4] A multifactor volatility Heston model
    Da Fonseca, Jose
    Grasselli, Martino
    Tebaldi, Claudio
    [J]. QUANTITATIVE FINANCE, 2008, 8 (06) : 591 - 604
  • [5] Variational Bayes approximation of factor stochastic volatility models
    Gunawan, David
    Kohn, Robert
    Nott, David
    [J]. INTERNATIONAL JOURNAL OF FORECASTING, 2021, 37 (04) : 1355 - 1375
  • [6] Multifactor Heston's stochastic volatility model for European option pricing
    Veng, Sotheara
    Yoon, Ji-Hun
    Choi, Sun-Yong
    [J]. APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2019, 35 (05) : 1202 - 1227
  • [7] Pricing of the geometric Asian options under a multifactor stochastic volatility model
    Malhotra, Gifty
    Srivastava, R.
    Taneja, H.C.
    [J]. Journal of Computational and Applied Mathematics, 2022, 406
  • [8] Pricing of the geometric Asian options under a multifactor stochastic volatility model
    Malhotra, Gifty
    Srivastava, R.
    Taneja, H. C.
    [J]. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2022, 406
  • [9] It's all about volatility of volatility: Evidence from a two-factor stochastic volatility model
    Grassi, Stefano
    de Magistris, Paolo Santucci
    [J]. JOURNAL OF EMPIRICAL FINANCE, 2015, 30 : 62 - 78
  • [10] A common jump factor stochastic volatility model
    Laurini, Marcio Poletti
    Mauad, Roberto Baltieri
    [J]. FINANCE RESEARCH LETTERS, 2015, 12 : 2 - 10