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Enhancing forecast accuracy using combination methods for the hierarchical time series approach

This study aims to investigate whether combining forecasts generated from different models can improve forecast accuracy rather than individual models using the hierarchical time series. Various approaches of hierarchical forecasting have been considered; a bottom-up, top-down, and an optimal combin...

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Detalles Bibliográficos
Autor principal: A. H. Mohamed, Rania
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10351743/
https://www.ncbi.nlm.nih.gov/pubmed/37459348
http://dx.doi.org/10.1371/journal.pone.0287897