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Pricing Bermudan Option with Variable Transaction Costs under the Information-Based Model

DOI: 10.4236/ojs.2022.125033, PP. 549-562

Keywords: Bermudan Option, Information-Based Model, Variable Costs, Bellman Equation, Viscosity Solutions

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Abstract:

The Bermudan option pricing problem with variable transaction costs is considered for a risky asset whose price process is derived under the information-based model. The price is formulated as the value function of an optimal stopping problem, which is the value function of a stochastic control problem given by a non-linear second order partial differential equation. The theory of viscosity solutions is applied to solve the stochastic control problem such that the value function is also the solution of the corresponding Bellman equation. Under some regularity assumptions, the existence and uniqueness of the solution of the pricing equation are derived by the application of the Perron method and Banach Fixed Point theorem.

References

[1]  Scholes, M. and Black, F. (1973) The Pricing of Options and Corporate Liabilities. Journal of Political Economy, 81, 637-654.
https://doi.org/10.1086/260062
[2]  Merton, R.C. (1973) Theory of Rational Option Pricing. The Bell Journal of Economics and Management Science, 4, 141-183.
https://doi.org/10.2307/3003143
[3]  Brody, D.C., Hughston, L.P. and Macrina, A. (2008) Information-Based Asset Pricing. International Journal of Theoretical and Applied Finance, 11, 107-142.
https://doi.org/10.1142/S0219024908004749
[4]  Hoyle, E., Hughston, L.P. and Macrina, A. (2011) Lévy Random Bridges and the Modelling of Financial Information. Stochastic Processes and Their Applications, 121, 856-884.
https://doi.org/10.1016/j.spa.2010.12.003
[5]  Ikamari, C., Ngare, P. and Weke, P. (2020) Multi-Asset Option Pricing Using an Information-Based Model. Scientific African, 10, Article ID: e00564.
https://doi.org/10.1016/j.sciaf.2020.e00564
[6]  Brody, D.C., Meister, B.K. and Parry, M.F. (2012) Informational Inefficiency in Financial Markets. Mathematics and Financial Economics, 6, 249-259.
https://doi.org/10.1007/s11579-012-0078-1
[7]  Brody, D., Davis, M., Friedman, R. and Hughston, L. (2022) Informed Traders. In: Brody, D., Hughston, L. and Macrina, A., Financial Informatics: An Information-Based Approach to Asset Pricing, World Scientific Publishing, Singapore, 87-106.
https://doi.org/10.1142/9789811246494_0004
[8]  Pagès, G. (2018) Optimal Stopping, Multi-Asset American/Bermudan Options. In: Pagès, G., Ed., Numerical Probability: An Introduction with Applications to Finance, Springer, Cham, 509-539.
https://doi.org/10.1007/978-3-319-90276-0_11
[9]  Lapeyre, B. and Lelong, J. (2021) Neural Network Regression for Bermudan Option Pricing. Monte Carlo Methods and Applications, 27, 227-247.
https://doi.org/10.1515/mcma-2021-2091
[10]  Imai, J. (2022) A Numerical Method for Hedging Bermudan Options under Model Uncertainty. Methodology and Computing in Applied Probability, 24, 893-916.
https://doi.org/10.1007/s11009-021-09901-6
[11]  Crandall, M.G., Evans, L.C. and Lions, P.L. (1984) Some Properties of Viscosity Solutions of Hamilton-Jacobi Equations. Transactions of the American Mathematical Society, 282, 487-502.
https://doi.org/10.1090/S0002-9947-1984-0732102-X
[12]  Pham, H. and Wei, X. (2018) Bellman Equation and Viscosity Solutions for Mean-Field Stochastic Control Problem. ESAIM: Control, Optimisation and Calculus of Variations, 24, 437-461.
https://doi.org/10.1051/cocv/2017019
[13]  Qiu, J. (2018) Viscosity Solutions of Stochastic Hamilton-Jacobi-Bellman Equations. SIAM Journal on Control and Optimization, 56, 3708-373.
https://doi.org/10.1137/17M1148232
[14]  Xue, B., Zhan, N. and Li, Y. (2020) A Characterization of Robust Regions of Attraction for Discrete-Time Systems Based on Bellman Equations. IFAC-PapersOnLine, 53, 6390-6397.
https://doi.org/10.1016/j.ifacol.2020.12.1776
[15]  Zhou, J. (2021) A Notion of Viscosity Solutions to Second-Order Hamilton-Jacobi-Bellman Equations with Delays. International Journal of Control.
https://doi.org/10.1080/00207179.2021.1921279
[16]  Cosso, A.R. (2022) Crandall-Lions Viscosity Solutions for Path-Dependent PDEs: The Case of Heat Equation. Bernoulli, 28, 481-503.
https://doi.org/10.3150/21-BEJ1353
[17]  Kociński, M. (2014) Transaction Costs and Market Impact in Investment Management. e-Finanse: Financial Internet Quarterly, 10, 28-35.
[18]  Leland, H.E. (1985) Option Pricing and Replication with Transactions Costs. The Journal of Finance, 40, 1283-1301.
https://doi.org/10.1111/j.1540-6261.1985.tb02383.x
[19]  Sevcovic, D. and Zitňanská, M. (2016) Analysis of the Nonlinear Option Pricing Model under Variable Transaction Costs. Asia-Pacific Financial Markets, 23, 153-174.
https://doi.org/10.1007/s10690-016-9213-y
[20]  Amster, P., Averbuj, C.G., Mariani, M.C. and Rial, D. (2005) A Black-Scholes Option Pricing Model with Transaction Costs. Journal of Mathematical Analysis and Applications, 303, 688-695.
https://doi.org/10.1016/j.jmaa.2004.08.067
[21]  Bayraktar, E. and Sirbu, M. (2013) Stochastic Perron’s Method for Hamilton-Jacobi-Bellman Equations. SIAM Journal on Control and Optimization, 51, 4274-4294.
https://doi.org/10.1137/12090352X
[22]  Pata, V. (2019) Fixed Point Theorems and Applications. Springer Nature, New York.
https://doi.org/10.1007/978-3-030-19670-7

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