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Bayesian analysis of zero inflated spatiotemporal HIV/TB child mortality data through the INLA and SPDE approaches: Applied to data observed between 1992 and 2010 in rural North East South Africa

Longitudinal mortality data with few deaths usually have problems of zero-inflation. This paper presents and applies two Bayesian models which cater for zero-inflation, spatial and temporal random effects. To reduce the computational burden experienced when a large number of geo-locations are treate...

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Detalhes bibliográficos
Main Authors: Musenge, Eustasius, Chirwa, Tobias Freeman, Kahn, Kathleen, Vounatsou, Penelope
Formato: Artigo
Idioma:Inglês
Publicado em: International Institute for Aerial Survey and Earth Sciences 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3906611/
https://ncbi.nlm.nih.gov/pubmed/24489526
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jag.2012.04.001
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