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A robust maximum correntropy forecasting model for time series with outliers

It is of great significance to develop a robust forecasting method for time series. The reliability and accuracy of the traditional model are reduced because the series is polluted by outliers. The present study proposes a robust maximum correntropy autoregressive (MCAR) forecasting model by examini...

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Detalles Bibliográficos
Autores principales: Ren, Jing, Li, Wei-Qin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280630/
https://www.ncbi.nlm.nih.gov/pubmed/37346501
http://dx.doi.org/10.7717/peerj-cs.1251