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Robust inference for nonlinear regression models from the Tsallis score: application to Covid-19 contagion in Italy
- Publication Year :
- 2020
-
Abstract
- We discuss an approach for fitting robust nonlinear regression models, which can be employed to model and predict the contagion dynamics of the Covid-19 in Italy. The focus is on the analysis of epidemic data using robust dose-response curves, but the functionality is applicable to arbitrary nonlinear regression models.<br />Comment: 15 pages, 6 figures, submitted
- Subjects :
- Statistics - Applications
Statistics - Methodology
Subjects
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.2004.03187
- Document Type :
- Working Paper