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The role of cryptocurrencies in predicting oil prices pre and during COVID-19 pandemic using machine learning

This study aims to explore the role of cryptocurrencies and the US dollar in predicting oil prices pre and during COVID-19 pandemic. The study uses three machine learning models (i.e., Support vector machines, Multilayer Perceptron Neural Networks and Generalized regression neural networks (GRNN)) o...

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Detalles Bibliográficos
Autores principales: Ibrahim, Bassam A., Elamer, Ahmed A., Abdou, Hussein A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9613455/
https://www.ncbi.nlm.nih.gov/pubmed/36320866
http://dx.doi.org/10.1007/s10479-022-05024-4