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Forecasting and trading cryptocurrencies with machine learning under changing market conditions

This study examines the predictability of three major cryptocurrencies—bitcoin, ethereum, and litecoin—and the profitability of trading strategies devised upon machine learning techniques (e.g., linear models, random forests, and support vector machines). The models are validated in a period charact...

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Detalles Bibliográficos
Autores principales: Sebastião, Helder, Godinho, Pedro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7785332/
https://www.ncbi.nlm.nih.gov/pubmed/35024269
http://dx.doi.org/10.1186/s40854-020-00217-x