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Statistical and Machine Learning forecasting methods: Concerns and ways forward

Machine Learning (ML) methods have been proposed in the academic literature as alternatives to statistical ones for time series forecasting. Yet, scant evidence is available about their relative performance in terms of accuracy and computational requirements. The purpose of this paper is to evaluate...

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Detalles Bibliográficos
Autores principales: Makridakis, Spyros, Spiliotis, Evangelos, Assimakopoulos, Vassilios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5870978/
https://www.ncbi.nlm.nih.gov/pubmed/29584784
http://dx.doi.org/10.1371/journal.pone.0194889