Foreign Exchange Forecasting Models: ARIMA and LSTM Comparison

The prediction of currency prices is important for investors with foreign currency assets, both for speculation and for hedging the exchange rate risk. Classical time series models such as ARIMA models were relevant until the advent of neural networks. In particular, recurrent neural networks such a...

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Bibliographic Details
Main Authors: Fernando García, Francisco Guijarro, Javier Oliver, Rima Tamošiūnienė
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Engineering Proceedings
Subjects:
Online Access:https://www.mdpi.com/2673-4591/39/1/81