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Volatility Model Pricing and Calibration with Neural Networks using Bayesian Optimisation

Stochastic Alpha, Beta, Rho (SABR) and Heston Volatility models have been used in the financial industry due to their ability to price options as a function of time to maturity and moneyness. Implied volatilities for these models are accurately estimated using a numerical integration approach, Monte...

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Bibliographic Details
Main Author: Goosen, Jenna
Other Authors: Ouwehand, Peter
Format: Thesis
Language:English
Published: Department of Finance and Tax 2023
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