Leveraging approximation properties of neural networks for efficient bond pricing

The purpose of this report is to examine the applications of deep learning-based approxi- mation techniques in the pricing of various financial instruments, with a particular emphasis on bond pricing methodologies. The report seeks to approximate pricing maps for bonds and options on the forward cur...

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Bibliographic Details
Main Author: Samay, Panwar
Other Authors: Nicolas Privault
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/166446

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