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A machine learning model for nowcasting epidemic incidence

Due to delay in reporting, the daily national and statewide COVID-19 incidence counts are often unreliable and need to be estimated from recent data. This process is known in economics as nowcasting. We describe in this paper a simple random forest statistical model for nowcasting the COVID-19 daily...

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Detalles Bibliográficos
Autores principales: Sahai, Saumya Yashmohini, Gurukar, Saket, KhudaBukhsh, Wasiur R., Parthasarathy, Srinivasan, Rempała, Grzegorz A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8635898/
https://www.ncbi.nlm.nih.gov/pubmed/34848217
http://dx.doi.org/10.1016/j.mbs.2021.108677