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Deep learning approaches to mean-variance portfolio hedging

This study develops and evaluates deep learning-based hedging strategies for power call options under three market models: the Black-Scholes (BS) complete market, the Merton jump-diffusion model, and a Mixed Merton model with multiple jump sources. Power options, characterized by their nonlinear pay...

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Bibliographic Details
Main Author: Woon, Zhing Wen
Other Authors: Nicolas Privault
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2025
Subjects:
Online Access:https://hdl.handle.net/10356/184499
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Institution: Nanyang Technological University
Language: English