Exchange Rate Prediction with Machine Learning and a Smart Carry Trade Portfolio
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Cited by:
- Filippou, Ilias & Taylor, Mark P., 2021.
"Pricing ethics in the foreign exchange market: Environmental, Social and Governance ratings and currency premia,"
Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 66-77.
- Taylor, Mark & Filippou, Ilias, 2021. "Pricing Ethics in the Foreign Exchange Market: Environmental, Social and Governance Ratings and Currency Premia," CEPR Discussion Papers 16392, C.E.P.R. Discussion Papers.
- Cakici, Nusret & Fieberg, Christian & Metko, Daniel & Zaremba, Adam, 2023. "Machine learning goes global: Cross-sectional return predictability in international stock markets," Journal of Economic Dynamics and Control, Elsevier, vol. 155(C).
- Petropoulos, Fotios & Apiletti, Daniele & Assimakopoulos, Vassilios & Babai, Mohamed Zied & Barrow, Devon K. & Ben Taieb, Souhaib & Bergmeir, Christoph & Bessa, Ricardo J. & Bijak, Jakub & Boylan, Joh, 2022.
"Forecasting: theory and practice,"
International Journal of Forecasting, Elsevier, vol. 38(3), pages 705-871.
- Fotios Petropoulos & Daniele Apiletti & Vassilios Assimakopoulos & Mohamed Zied Babai & Devon K. Barrow & Souhaib Ben Taieb & Christoph Bergmeir & Ricardo J. Bessa & Jakub Bijak & John E. Boylan & Jet, 2020. "Forecasting: theory and practice," Papers 2012.03854, arXiv.org, revised Jan 2022.
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More about this item
Keywords
Exchange rate predictability; Elastic net; Carry trade; Deep neural network;All these keywords.
JEL classification:
- C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
- F31 - International Economics - - International Finance - - - Foreign Exchange
- F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation: Models and Applications
- G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
- G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
- G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BIG-2021-05-24 (Big Data)
- NEP-CMP-2021-05-24 (Computational Economics)
- NEP-FOR-2021-05-24 (Forecasting)
- NEP-IFN-2021-05-24 (International Finance)
- NEP-OPM-2021-05-24 (Open Economy Macroeconomics)
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