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Gaussian Process Regression for Option Pricing and Hedging

Recent literature in the field of quantitative finance has employed machine learning methods to speed up typical numerical calculations including derivative pricing, fitting Greek profiles, constructing volatility surfaces and modelling counterparty credit risk, to name a few. This dissertation aims...

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