DOI QR코드

DOI QR Code

PRICING OF TIMER DIGITAL POWER OPTIONS BASED ON STOCHSTIC VOLATILITY

  • Mijin Ha (Department of Mathematics Pusan National University) ;
  • Sangmin Park (Department of Mathematics Pusan National University) ;
  • Donghyun Kim (Donghyun Kim Department of Mathematics Pusan National University) ;
  • Ji-Hun Yoon (Department of Mathematics & Institute of Mathematical Science Pusan National University)
  • 투고 : 2023.10.26
  • 심사 : 2023.12.13
  • 발행 : 2024.01.31

초록

Timer options are financial instruments proposed by Société Générale Corporate and Investment Banking in 2007. Unlike vanilla options, where the expiry date is fixed, the expiry date of timer options is determined by the investor's choice, which is in linked to a variance budget. In this study, we derive a pricing formula for hybrid options that combine timer options, digital options, and power options, considering an environment where volatility of an underlying asset follows a fast-mean-reverting process. Additionally, we aim to validate the pricing accuracy of these analytical formulas by comparing them with the results obtained from Monte Carlo simulations. Finally, we conduct numerical studies on these options to analyze the impact of stochastic volatility on option's price with respect to various model parameters.

키워드

과제정보

This work was supported by a 2-Year Research Grant of Pusan National University.

참고문헌

  1. ASIC, "ASIC bans the sale of binary options to retail clients", Australian Securities & Investments Commission, April 1, 2021.
  2. S. Appelberg, "In First, Israel Police Admit Crime Syndicates Are Behind Binary Options Industry", Haaretz, August 3, 2017.
  3. C. Bernard and Z. Cui, Pricing timer options, J. Comput. Finance 15(1) (2011).
  4. F. Black, and M. Scholes, The pricing of options and corporate liabilities, J Polit Econ, 81(3) (1973), 637-654. https://doi.org/10.1086/260062
  5. C. Chiarella, B. Kang, and G. H. Meyer, The evaluation of barrier option prices under stochastic volatility, Comput. Math. with Appl. 64(6) (2012), 2034-2048. https://doi.org/10.1016/j.camwa.2012.03.103
  6. S.-Y. Choi, S. Veng, J.-H. Kim, J.-H, Yoon, A Mellin transform approach to the pricing of options with defaultrisk, Comput. Econ. 59(3) (2022), 1113-1134. https://doi.org/10.1007/s10614-021-10121-w
  7. J. P. Fouque, G. Papanicolaou, R. Sircar and K. Solna, Multiscale stochastic volatility for equity, interest rate, and credit derivatives, Cambridge University Press, 2011.
  8. M. Ha, D. Kim and J.-H. Yoon, Valuing of timer path-dependent options, Math. Comput. Simul. 215 (2024), 208-227.
  9. S. L. Heston, A closed-form solution for options with stochastic volatility with applications to bond andcurrency options, Rev. Financ. Stud. 6(2) (1993), 327-343. https://doi.org/10.1093/rfs/6.2.327
  10. J. Hull and A. White, The pricing of options on assets with stochastic volatilities, J. Finance 42(2) (1987) 281-300. https://doi.org/10.1111/j.1540-6261.1987.tb02568.x
  11. IBT Staff, "Binary Options Trading In Australia: How Safe Is It?", International Business Times AU, May 18, 2018.
  12. J. Kevorkian, Partial Differential Equations: Analytical Solution Techniques, Springer, 1990.
  13. J. Kim, B. Kim, K. S. Moon and I. S. Wee, Valuation of power options under Heston's stochastic volatility model, J. Econ. Dyn. Control 36(11) (2012), 1796-1813. https://doi.org/10.1016/j.jedc.2012.05.005
  14. D. Kim, J.-H. Yoon and C.-R. Park, Pricing external barrier options under a stochastic volatility model, J.Comput. Appl. Math. 394 (2021), 113555.
  15. C. Li, Bessel processes, stochastic volatility, and timer options, Math. Financ. 26(1) (2016), 122-148. https://doi.org/10.1111/mafi.12041
  16. S. Macovschi and F. Quittard-Pinon, On the pricing of power and other polynomial options, J. Deriv. 13(4) (2006), 61-71. https://doi.org/10.3905/jod.2006.635421
  17. B. Oksendal, Stochastic differential equations: an introduction with applications, Springer Science & Business Media, 2013.
  18. Q. Paul and C. David, "ESMA agrees to prohibit binary options and restrict CFDs to protect retail investors", ESMA (March 27, 2018).
  19. N. Sawyer, SG CIB launches timer options, Risk 20(7) (2007), 6.
  20. T. Tsipori, "Binary options worth $1.25b to Israel's GDP in 2016", Globes, December 14, 2016.
  21. S. Weinglass, "Binary Options Fraud", Federal Bureau of Investigation, March 13, 2017.
  22. S. Weinglass, "FBI says it's investigating binary options fraud worldwide, invites victims to come forward", The Times of Israel, February 15, 2017.
  23. S. Weinglass, "FBI places public warning against 'Binary Options Fraud' at top of its main news", The Times of Israel, March 15, 2017.
  24. H. Y. Wong and C. M. Chan, Lookback options and dynamic fund protection under multiscale stochasticvolatility, Insur.: Math. Econ. 40(3) (2007), 357-385. https://doi.org/10.1016/j.insmatheco.2006.05.006
  25. Z. Zhang, W. Liu and Y. Sheng, Valuation of power option for uncertain financial market, Appl. Math.Comput. 286 (2016), 257-264. https://doi.org/10.1016/j.amc.2016.04.032
  26. W. Zheng, P. Zeng, Pricing timer options and variance derivatives with closed-form partial transform under the 3/2 model, Appl. Math. Finance, 23(5) (2016), 344-373. https://doi.org/10.1080/1350486X.2017.1285242