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Clustering-based methodology for comparing multi-characteristic epidemiological dynamics with application to COVID-19 epidemiology in Europe

This study utilized a clustering-based approach to investigate whether countries with similar COVID-19 dynamics also share similar public health and selected sociodemographic factors. The pairwise distances between 42 European countries for six characteristics were calculated, including COVID-19 inc...

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Principais autores: Alexander Kirpich, Aleksandr Shishkin, Pema Lhewa, Ezekiel Adeniyi, Michael Norris, Gerardo Chowell, Yuriy Gankin, Pavel Skums, Alexander Perez Tchernov
Format: Artigo
Sprog:Inglês
Udgivet: The Royal Society 2025-09-01
Serier:Royal Society Open Science
Fag:
clustering-based methodology
COVID-19
epidemiology
Europe
hierarchical clustering
dynamic time wrapping
Online adgang:https://royalsocietypublishing.org/doi/10.1098/rsos.250440
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