Valuation of option price in commodity markets described by a Markov-switching model: A case study of WTI crude oil market

F Mehrdoust, I Noorani, J Kanniainen - Mathematics and Computers in …, 2024 - Elsevier
This paper suggests a Markov-switching model to evaluate commodity futures and spot
dynamics, such that the diffusion coefficients and jump size parameter are associated with a …

Two-factor Heston model equipped with regime-switching: American option pricing and model calibration by Levenberg–Marquardt optimization algorithm

F Mehrdoust, I Noorani, A Hamdi - Mathematics and Computers in …, 2023 - Elsevier
In this paper, we consider the pricing of American options under a regime-switching double
Heston model, such that the interest rate and mean-reversion level parameters in both …

A generalized antithetic variates Monte-Carlo simulation method for pricing of Asian option in a Markov regime-switching model

I Noorani, F Mehrdoust, A Nasroallah - Mathematics and Computers in …, 2021 - Elsevier
In this paper, we introduce a regime-switching model, such that the volatility of the model
depends on the asset price. In this model, the interest rate and the volatility are associated …

Forward price and fitting of electricity Nord Pool market under regime-switching two-factor model

F Mehrdoust, I Noorani - Mathematics and Financial Economics, 2021 - Springer
Jump in electricity prices is often due to shock in electricity demand or shock in existing
electricity supplies, which can be caused by sudden changes in temperature or production …

Implied higher order moments in the Heston model: a case study of S &P500 index

F Mehrdoust, I Noorani - Decisions in Economics and Finance, 2023 - Springer
This paper proposes a stochastic volatility model based on the Cox-Ingersoll-Ross process
for stock market modeling. We derive a semi-analytical solution of the higher order moments …

Calibration of the double Heston model and an analytical formula in pricing American put option

F Mehrdoust, I Noorani, A Hamdi - Journal of Computational and Applied …, 2021 - Elsevier
This paper proposes a novel approach to pricing of American put option under double
Heston model. We develop an analytical solution to the double Heston partial differential …

[PDF][PDF] Markov regime-switching Heston model with CIR model framework and pricing VIX and S&P500 American put options

F Mehrdoust, I Noorani, S Fallah - Mathematical Reports, 2022 - researchgate.net
One of the most noticeable and widely used stochastic volatility models is the Heston model
[15]. The volatility of this model follows a mean reverting Cox-Ingersoll-Ross (CIR) process …

Formulas for pricing American VIX options under the generalized mixture volatility models

HK Liu, YK Wang, IC Huang, LH Sun - … in Statistics-Simulation and …, 2024 - Taylor & Francis
This study considers the American VIX option pricing problem under the models of mixing
the 3/2, and 1/2 classes of volatility processes. The pricing formulas for the perpetual …

Calibration of European option pricing model using a hybrid structure based on the optimized artificial neural network and Black-Scholes model

F Mehrdoust, M Noorani - Journal of Mathematics and Modeling in …, 2024 - jmmf.atu.ac.ir
‎ This study suggests a novel approach for calibrating European option pricing model by a
hybrid model based on the optimized artificial neural network and Black-Scholes model‎.‎ In …

Efficient estimation of Markov-switching model with application in stock price classification

F Mehrdoust, I Noorani, M Khavari - Journal of Mathematics and …, 2021 - jmmf.atu.ac.ir
In this paper, we discuss the calibration of the geometric Brownian motion model equipped
with Markov-switching factor. Since the motivation for this research comes from a recent …