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A time-reversed model selection approach to time series forecasting

In this paper, we introduce a novel model selection approach to time series forecasting. For linear stationary processes, such as AR processes, the direction of time is independent of the model parameters. By combining theoretical principles of time-reversibility in time series with conventional mod...

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Detalles Bibliográficos
Autores principales: Sibeijn, Max, Pequito, Sérgio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9240029/
https://www.ncbi.nlm.nih.gov/pubmed/35764783
http://dx.doi.org/10.1038/s41598-022-15120-x