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The R0 package: a toolbox to estimate reproduction numbers for epidemic outbreaks
BACKGROUND: Several generic methods have been proposed to estimate transmission parameters during an outbreak, especially the reproduction number. However, as of today, no dedicated software exists that implements these methods and allow comparisons. RESULTS: A review of generic methods used to esti...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3582628/ https://www.ncbi.nlm.nih.gov/pubmed/23249562 http://dx.doi.org/10.1186/1472-6947-12-147 |
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author | Obadia, Thomas Haneef, Romana Boëlle, Pierre-Yves |
author_facet | Obadia, Thomas Haneef, Romana Boëlle, Pierre-Yves |
author_sort | Obadia, Thomas |
collection | PubMed |
description | BACKGROUND: Several generic methods have been proposed to estimate transmission parameters during an outbreak, especially the reproduction number. However, as of today, no dedicated software exists that implements these methods and allow comparisons. RESULTS: A review of generic methods used to estimate transmissibility parameters during outbreaks was carried out. Most methods used the epidemic curve and the generation time distribution. Two categories of methods were available: those estimating the initial reproduction number, and those estimating a time dependent reproduction number. We implemented five methods as an R library, developed sensitivity analysis tools for each method and provided numerical illustrations of their use. A comparison of the performance of the different methods on simulated datasets is reported. CONCLUSIONS: This software package allows a standardized and extensible approach to the estimation of the reproduction number and generation interval distribution from epidemic curves. |
format | Online Article Text |
id | pubmed-3582628 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-35826282013-03-04 The R0 package: a toolbox to estimate reproduction numbers for epidemic outbreaks Obadia, Thomas Haneef, Romana Boëlle, Pierre-Yves BMC Med Inform Decis Mak Software BACKGROUND: Several generic methods have been proposed to estimate transmission parameters during an outbreak, especially the reproduction number. However, as of today, no dedicated software exists that implements these methods and allow comparisons. RESULTS: A review of generic methods used to estimate transmissibility parameters during outbreaks was carried out. Most methods used the epidemic curve and the generation time distribution. Two categories of methods were available: those estimating the initial reproduction number, and those estimating a time dependent reproduction number. We implemented five methods as an R library, developed sensitivity analysis tools for each method and provided numerical illustrations of their use. A comparison of the performance of the different methods on simulated datasets is reported. CONCLUSIONS: This software package allows a standardized and extensible approach to the estimation of the reproduction number and generation interval distribution from epidemic curves. BioMed Central 2012-12-18 /pmc/articles/PMC3582628/ /pubmed/23249562 http://dx.doi.org/10.1186/1472-6947-12-147 Text en Copyright ©2012 Obadia et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Software Obadia, Thomas Haneef, Romana Boëlle, Pierre-Yves The R0 package: a toolbox to estimate reproduction numbers for epidemic outbreaks |
title | The R0 package: a toolbox to estimate reproduction numbers for epidemic outbreaks |
title_full | The R0 package: a toolbox to estimate reproduction numbers for epidemic outbreaks |
title_fullStr | The R0 package: a toolbox to estimate reproduction numbers for epidemic outbreaks |
title_full_unstemmed | The R0 package: a toolbox to estimate reproduction numbers for epidemic outbreaks |
title_short | The R0 package: a toolbox to estimate reproduction numbers for epidemic outbreaks |
title_sort | r0 package: a toolbox to estimate reproduction numbers for epidemic outbreaks |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3582628/ https://www.ncbi.nlm.nih.gov/pubmed/23249562 http://dx.doi.org/10.1186/1472-6947-12-147 |
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