A statistical network analysis of the HIV/AIDS epidemics in Cuba

Abstract : The Cuban contact-tracing detection system set up in 1986 allowed the reconstruction and analysis of the sexual network underlying the epidemic (5,389 vertices and 4,073 edges, giant component of 2,386 nodes and 3,168 edges), shedding light onto the spread of HIV and the role of contact-tracing. Clustering based on modularity optimization provides a better visualization and understanding of the network, in combination with the study of covariates. The graph has a globally low but heterogeneous density, with clusters of high intraconnectivity but low interconnectivity. Though descriptive, our results pave the way for incorporating structure when studying stochastic SIR epidemics spreading on social networks.
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https://hal.archives-ouvertes.fr/hal-00936316
Contributeur : Viet Chi Tran <>
Soumis le : jeudi 21 mai 2015 - 17:09:56
Dernière modification le : samedi 18 février 2017 - 01:17:43
Document(s) archivé(s) le : jeudi 20 avril 2017 - 06:24:03

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Distributed under a Creative Commons Paternité - Pas d'utilisation commerciale - Pas de modification 4.0 International License

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Stéphan Clémençon, Hector De Arazoza, Fabrice Rossi, Viet Chi Tran. A statistical network analysis of the HIV/AIDS epidemics in Cuba. Social Network Analysis and Mining, Springer, 2015, 5, pp.58. <10.1007/s13278-015-0291-z>. <hal-00936316v3>

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