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Predictability limit of partially observed systems

Applications from finance to epidemiology and cyber-security require accurate forecasts of dynamic phenomena, which are often only partially observed. We demonstrate that a system’s predictability degrades as a function of temporal sampling, regardless of the adopted forecasting model. We quantify t...

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Detalles Bibliográficos
Autores principales: Abeliuk, Andrés, Huang, Zhishen, Ferrara, Emilio, Lerman, Kristina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7687903/
https://www.ncbi.nlm.nih.gov/pubmed/33235260
http://dx.doi.org/10.1038/s41598-020-77091-1