Exotic Derivatives and Deep Learning

This thesis investigates the use of Artificial Neural Networks (ANNs)for calculating present values, Value-at-Risk and Expected Shortfall ofoptions, both European call options and more complex rainbow options. Theperformance of the ANN is evaluated by comparing it to a second-order Taylorpolynomial...

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Bibliographic Details
Main Authors: Broström, Axel, Kristiansson, Richard
Format: Others
Language:English
Published: KTH, Matematisk statistik 2018
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-228476