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Deep hedging in incomplete markets

This dissertation presents an extensive analysis of the neural network approximation of mean-variance hedging with a comparison between the current neural network approaches and the theoretical solutions. These theoretical solutions provide a simulation-based performance benchmark for this compariso...

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Bibliographic Details
Main Author: Stangroom, Jake
Other Authors: Mavuso, Melusi
Format: Thesis
Language:Eng
Published: Department of Statistical Sciences 2024
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