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Predicting the spread of COVID-19 in Italy using machine learning: Do socio-economic factors matter?

We exploit the provincial variability of COVID-19 cases registered in Italy to select the territorial predictors of the pandemic. Absent an established theoretical diffusion model, we apply machine learning to isolate, among 77 potential predictors, those that minimize the out-of-sample prediction e...

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Detalles Bibliográficos
Autores principales: Bloise, Francesco, Tancioni, Massimiliano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7994006/
https://www.ncbi.nlm.nih.gov/pubmed/35317020
http://dx.doi.org/10.1016/j.strueco.2021.01.001