Estimating risks of European option books using neural-SDE market models

In this paper we examine the capacity of arbitrage-free neural stochastic differential equation market models to produce realistic scenarios for the joint dynamics of multiple European options on a single underlying. We subsequently demonstrate their use as a risk simulation engine for option portfo...

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Bibliographic Details
Main Authors: Cohen, SN, Reisinger, C, Wang, S
Format: Journal article
Language:English
Published: Infopro Digital Services 2023