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European Option Pricing under Wishart Processes
Author(s) -
Raphael Naryongo,
Philip Ngare,
Anthony Waititu
Publication year - 2021
Publication title -
journal of mathematics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.252
H-Index - 13
eISSN - 2314-4785
pISSN - 2314-4629
DOI - 10.1155/2021/7411885
Subject(s) - wishart distribution , econometrics , stochastic volatility , mathematics , valuation of options , affine transformation , capital asset pricing model , volatility (finance) , implied volatility , statistics , multivariate statistics , pure mathematics
This study deals with a single risky asset pricing model whose volatility is described by Wishart affine processes. This multifactor model with two dependency matrices describing the correlation between the asset dynamic and Wishart processes makes it more flexible enough to fit the market data for short or long maturities. The aim of the study is to derive and solve the call option pricing problem under the double Wishart stochastic volatility model. The Fourier transform techniques combined with perturbation methods are employed in order to price the European call options. The numerical illustrations on pricing predictions show similar behavior of price movements under the double Wishart model with respect to the market price.

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