Analysis of the initial phase of COVID-19 epidemics in Italy: a modeling study

This thesis describes the first years of COVID-19 pandemic in Italy. We started looking at the data given by the Italian Civil Protection and according to the trend we nally described the epidemiological curve through a SHAR model. In this model, the infection rate β changing according to different...

ver descrição completa

Detalhes bibliográficos
Autor: Cicolani, C.
Formato: tesis de maestría
Estado:Versión aceptada para publicación
Fecha de publicación:2022
País:España
Recursos:Basque Center for Applied Mathematics (BCAM)
Repositorio:BIRD. BCAM's Institutional Repository Data
OAI Identifier:oai:bird.bcamath.org:20.500.11824/1534
Acesso em linha:http://hdl.handle.net/20.500.11824/1534
Access Level:acceso abierto
Palavra-chave:COVID-19, Modeling
Descrição
Resumo:This thesis describes the first years of COVID-19 pandemic in Italy. We started looking at the data given by the Italian Civil Protection and according to the trend we nally described the epidemiological curve through a SHAR model. In this model, the infection rate β changing according to different period that we identied during the rst year of pandemic. To model β, we have taken into account the effect of control measures (Lockdown, social distancing, protection devices) and seasonality.