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More on the Cohort-Component Model of Population Projection in the Context of HIV/Aids

A Leslie Matrix Representation and New Estimates

Dados Bibliográficos

ID2636627
AutoresJason R Thomas (0000-0002-7694-3262, University of Wisconsin–Madison, autor correspondente), Jason Thomas (0000-0001-7013-8994), Samuel J Clark (0000-0002-4929-6231, University of Washington)
Ano2011
Volume25
Páginas39-102
Data de publicação2011-07-05
Peer ReviewedSim
Open AccessSim
TipoARTICLE
PeriódicoDemographic Research (JOURNAL)
Identificadores do periódicoISSN: 1435-9871 • E-ISSN: 2363-7064
EditoraMax Planck Institute for Demographic Research (PUBLISHER • DE)
DOI10.4054/demres.2011.25.2
PMID22403516
OpenAlexW2109790556
IdiomaEN
Citações recebidas2
Referências citadas92

This article presents an extension of the cohort-component model of population projection (CCMPP) first formulated by Heuveline (2003) that is capable of modeling a population affected by HIV. Heuveline proposes a maximum likelihood approach to estimate the age profile of HIV incidence that produced the HIV epidemics in East Africa during the 1990s. We extend this work by developing the Leslie matrix representation of the CCMPP, which greatly facilitates the implementation of the model for parameter estimation and projection. The Leslie matrix also contains information about the stable tendencies of the corresponding population, such as the stable age distribution and time to stability. Another contribution of this work is that we update the sources of data used to estimate the parameters, and use these data to estimate a modified version of the CCMPP that includes (estimated) parameters governing the survival experience of the infected population. A further application of the model to a small population with high HIV prevalence in rural South Africa is presented as an additional demonstration. This work lays the foundation for development of more robust and flexible Bayesian estimation methods that will greatly enhance the utility of this and similar models

Algorithm · Cohort · Econometrics · Geography · Physics · Political science · Population · Population projection · Research methodology · Sociology · Statistics · Adolescent Sexual and Reproductive Health · Demography · HIV, Drug Use, Sexual Risk · HIV/AIDS Research and Interventions · Mathematics · Medicine · Virology

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Obras citantes distintas2
Citações por ano0,14
Intervalo de citações2012 - 2023 (12)
Velocidade de citaçãohistorical
Altamente citadoNão
Tipos de citaçãoNeutras: 2
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