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OutbreakTools: A new platform for disease outbreak analysis using the R software
The investigation of infectious disease outbreaks relies on the analysis of increasingly complex and diverse data, which offer new prospects for gaining insights into disease transmission processes and informing public health policies. However, the potential of such data can only be harnessed using...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4058532/ https://www.ncbi.nlm.nih.gov/pubmed/24928667 http://dx.doi.org/10.1016/j.epidem.2014.04.003 |
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author | Jombart, Thibaut Aanensen, David M. Baguelin, Marc Birrell, Paul Cauchemez, Simon Camacho, Anton Colijn, Caroline Collins, Caitlin Cori, Anne Didelot, Xavier Fraser, Christophe Frost, Simon Hens, Niel Hugues, Joseph Höhle, Michael Opatowski, Lulla Rambaut, Andrew Ratmann, Oliver Soubeyrand, Samuel Suchard, Marc A. Wallinga, Jacco Ypma, Rolf Ferguson, Neil |
author_facet | Jombart, Thibaut Aanensen, David M. Baguelin, Marc Birrell, Paul Cauchemez, Simon Camacho, Anton Colijn, Caroline Collins, Caitlin Cori, Anne Didelot, Xavier Fraser, Christophe Frost, Simon Hens, Niel Hugues, Joseph Höhle, Michael Opatowski, Lulla Rambaut, Andrew Ratmann, Oliver Soubeyrand, Samuel Suchard, Marc A. Wallinga, Jacco Ypma, Rolf Ferguson, Neil |
author_sort | Jombart, Thibaut |
collection | PubMed |
description | The investigation of infectious disease outbreaks relies on the analysis of increasingly complex and diverse data, which offer new prospects for gaining insights into disease transmission processes and informing public health policies. However, the potential of such data can only be harnessed using a number of different, complementary approaches and tools, and a unified platform for the analysis of disease outbreaks is still lacking. In this paper, we present the new R package OutbreakTools, which aims to provide a basis for outbreak data management and analysis in R. OutbreakTools is developed by a community of epidemiologists, statisticians, modellers and bioinformaticians, and implements classes and methods for storing, handling and visualizing outbreak data. It includes real and simulated outbreak datasets. Together with a number of tools for infectious disease epidemiology recently made available in R, OutbreakTools contributes to the emergence of a new, free and open-source platform for the analysis of disease outbreaks. |
format | Online Article Text |
id | pubmed-4058532 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-40585322014-06-17 OutbreakTools: A new platform for disease outbreak analysis using the R software Jombart, Thibaut Aanensen, David M. Baguelin, Marc Birrell, Paul Cauchemez, Simon Camacho, Anton Colijn, Caroline Collins, Caitlin Cori, Anne Didelot, Xavier Fraser, Christophe Frost, Simon Hens, Niel Hugues, Joseph Höhle, Michael Opatowski, Lulla Rambaut, Andrew Ratmann, Oliver Soubeyrand, Samuel Suchard, Marc A. Wallinga, Jacco Ypma, Rolf Ferguson, Neil Epidemics Article The investigation of infectious disease outbreaks relies on the analysis of increasingly complex and diverse data, which offer new prospects for gaining insights into disease transmission processes and informing public health policies. However, the potential of such data can only be harnessed using a number of different, complementary approaches and tools, and a unified platform for the analysis of disease outbreaks is still lacking. In this paper, we present the new R package OutbreakTools, which aims to provide a basis for outbreak data management and analysis in R. OutbreakTools is developed by a community of epidemiologists, statisticians, modellers and bioinformaticians, and implements classes and methods for storing, handling and visualizing outbreak data. It includes real and simulated outbreak datasets. Together with a number of tools for infectious disease epidemiology recently made available in R, OutbreakTools contributes to the emergence of a new, free and open-source platform for the analysis of disease outbreaks. Elsevier 2014-06 /pmc/articles/PMC4058532/ /pubmed/24928667 http://dx.doi.org/10.1016/j.epidem.2014.04.003 Text en Crown Copyright © 2014 Published by Elsevier B.V. http://creativecommons.org/licenses/by/3.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/3.0/). |
spellingShingle | Article Jombart, Thibaut Aanensen, David M. Baguelin, Marc Birrell, Paul Cauchemez, Simon Camacho, Anton Colijn, Caroline Collins, Caitlin Cori, Anne Didelot, Xavier Fraser, Christophe Frost, Simon Hens, Niel Hugues, Joseph Höhle, Michael Opatowski, Lulla Rambaut, Andrew Ratmann, Oliver Soubeyrand, Samuel Suchard, Marc A. Wallinga, Jacco Ypma, Rolf Ferguson, Neil OutbreakTools: A new platform for disease outbreak analysis using the R software |
title | OutbreakTools: A new platform for disease outbreak analysis using the R software |
title_full | OutbreakTools: A new platform for disease outbreak analysis using the R software |
title_fullStr | OutbreakTools: A new platform for disease outbreak analysis using the R software |
title_full_unstemmed | OutbreakTools: A new platform for disease outbreak analysis using the R software |
title_short | OutbreakTools: A new platform for disease outbreak analysis using the R software |
title_sort | outbreaktools: a new platform for disease outbreak analysis using the r software |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4058532/ https://www.ncbi.nlm.nih.gov/pubmed/24928667 http://dx.doi.org/10.1016/j.epidem.2014.04.003 |
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