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Robust inference for non‐linear regression models from the Tsallis score: Application to coronavirus disease 2019 contagion in Italy

We discuss an approach of robust fitting on non‐linear regression models, in both frequentist and Bayesian approaches, which can be employed to model and predict the contagion dynamics of the coronavirus disease 2019 (COVID‐19) in Italy. The focus is on the analysis of epidemic data using robust dos...

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Bibliografiske detaljer
Udgivet i:Stat (Int Stat Inst)
Main Authors: Girardi, Paolo, Greco, Luca, Mameli, Valentina, Musio, Monica, Racugno, Walter, Ruli, Erlis, Ventura, Laura
Format: Artigo
Sprog:Inglês
Udgivet: John Wiley and Sons Inc. 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7435544/
https://ncbi.nlm.nih.gov/pubmed/32837719
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sta4.309
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