Non-Linear Interactions and Exchange Rate Prediction: Empirical Evidence Using Support Vector Regression
Author:
Affiliation:
1. School of Economics, Business and Accounting, University of Brasilia, Brasilia, Brazil
Publisher
Informa UK Limited
Subject
Applied Mathematics,Finance
Link
https://www.tandfonline.com/doi/pdf/10.1080/1350486X.2019.1593866
Reference95 articles.
1. Can currency-based risk factors help forecast exchange rates?
2. EasyMKL: a scalable multiple kernel learning algorithm
3. Fundamentals and exchange rate forecastability with simple machine learning methods
4. Inflation announcements and asymmetric exchange rate responses
5. The contribution of economic fundamentals to movements in exchange rates
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