The Role of the Volatility in the Option Market

Author:

Arraut Ivan1ORCID,Lei Ka-I1

Affiliation:

1. Faculty of Business and Law and Institute of Science and Environment, University of Saint Joseph, Estrada Marginal da Ilha Verde, 14-17, Macao, China

Abstract

We review some general aspects about the Black–Scholes equation, which is used for predicting the fair price of an option inside the stock market. Our analysis includes the symmetry properties of the equation and its solutions. We use the Hamiltonian formulation for this purpose. Taking into account that the volatility inside the Black–Scholes equation is a parameter, we then introduce the Merton–Garman equation, where the volatility is stochastic, and then it can be perceived as a field. We then show how the Black–Scholes equation and the Merton–Garman one are locally equivalent by imposing a gauge symmetry under changes in the prices over the Black–Scholes equation. This demonstrates that the stochastic volatility emerges naturally from symmetry arguments. Finally, we analyze the role of the volatility on the decisions taken by the holders of the options when they use the solution of the Black–Scholes equation as a tool for making investment decisions.

Publisher

MDPI AG

Reference56 articles.

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4. Baaquie, B.E. (2004). Quantum Finance: Path Integrals and Hamiltonians for Options and Interestrates, Cambridge University Press.

5. European option pricing models described by fractional operators with classical and generalized Mittag-Leffler kernels;Yavuz;Numer. Methods Partial. Differ. Equ.,2022

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