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A Comparative Analysis of Models for West Nile Virus
This chapter describes the steps needed to formulate, analyze and apply epidemiological models to vector-borne diseases. Our models focus on West Nile (WN) virus, an emerging infectious disease in North America, first identified in Africa. We begin by introducing a minimalist model for WN dynamics t...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2008
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7120504/ http://dx.doi.org/10.1007/978-3-540-78911-6_14 |
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author | Wonham, M. J. Lewis, M. A. |
author_facet | Wonham, M. J. Lewis, M. A. |
author_sort | Wonham, M. J. |
collection | PubMed |
description | This chapter describes the steps needed to formulate, analyze and apply epidemiological models to vector-borne diseases. Our models focus on West Nile (WN) virus, an emerging infectious disease in North America, first identified in Africa. We begin by introducing a minimalist model for WN dynamics to illustrate the processes of model formulation, analysis, and application. We then revisit the question of model formulation to examine how two major biological assumptions affect the model structure and therefore its predictions. Next, we briefly compare these different model structures in an introductory exercise of model parameterization, validation, and comparison. Finally, we address model applications in more detail with two examples of how the model output can usefully be connected to public health applications. |
format | Online Article Text |
id | pubmed-7120504 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2008 |
record_format | MEDLINE/PubMed |
spelling | pubmed-71205042020-04-06 A Comparative Analysis of Models for West Nile Virus Wonham, M. J. Lewis, M. A. Mathematical Epidemiology Article This chapter describes the steps needed to formulate, analyze and apply epidemiological models to vector-borne diseases. Our models focus on West Nile (WN) virus, an emerging infectious disease in North America, first identified in Africa. We begin by introducing a minimalist model for WN dynamics to illustrate the processes of model formulation, analysis, and application. We then revisit the question of model formulation to examine how two major biological assumptions affect the model structure and therefore its predictions. Next, we briefly compare these different model structures in an introductory exercise of model parameterization, validation, and comparison. Finally, we address model applications in more detail with two examples of how the model output can usefully be connected to public health applications. 2008 /pmc/articles/PMC7120504/ http://dx.doi.org/10.1007/978-3-540-78911-6_14 Text en © Springer-Verlag Berlin Heidelberg 2008 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Wonham, M. J. Lewis, M. A. A Comparative Analysis of Models for West Nile Virus |
title | A Comparative Analysis of Models for West Nile Virus |
title_full | A Comparative Analysis of Models for West Nile Virus |
title_fullStr | A Comparative Analysis of Models for West Nile Virus |
title_full_unstemmed | A Comparative Analysis of Models for West Nile Virus |
title_short | A Comparative Analysis of Models for West Nile Virus |
title_sort | comparative analysis of models for west nile virus |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7120504/ http://dx.doi.org/10.1007/978-3-540-78911-6_14 |
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