Predicting Short-Term ExtremeMovements in FX-markets Using Neural Networks

This thesis applies deep neural networks with complex feature inputs in an attempt to predict extreme price movements of up to 20 seconds in the EUR/USD exchange rate. The results show that neural networks do have predictive power in this application, and could potentially be used in con-junction wi...

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Bibliographic Details
Main Author: Jagermark, Oscar
Format: Others
Language:English
Published: KTH, Matematisk statistik 2018
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-235810