Data Cleaning: Detecting, Diagnosing, and Editing Data Abnormalities

In this policy forum the authors argue that data cleaning is an essential part of the research process, and should be incorporated into study design.

Detalles Bibliográficos
Autores principales: Van den Broeck, Jan, Argeseanu Cunningham, Solveig, Eeckels, Roger, Herbst, Kobus
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2005
Materias:
Policy Forum
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1198040/
https://www.ncbi.nlm.nih.gov/pubmed/16138788
http://dx.doi.org/10.1371/journal.pmed.0020267
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author Van den Broeck, Jan
Argeseanu Cunningham, Solveig
Eeckels, Roger
Herbst, Kobus
author_facet Van den Broeck, Jan
Argeseanu Cunningham, Solveig
Eeckels, Roger
Herbst, Kobus
author_sort Van den Broeck, Jan
collection PubMed
description In this policy forum the authors argue that data cleaning is an essential part of the research process, and should be incorporated into study design.
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language English
publishDate 2005
publisher Public Library of Science
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spelling pubmed-11980402005-09-06 Data Cleaning: Detecting, Diagnosing, and Editing Data Abnormalities Van den Broeck, Jan Argeseanu Cunningham, Solveig Eeckels, Roger Herbst, Kobus PLoS Med Policy Forum In this policy forum the authors argue that data cleaning is an essential part of the research process, and should be incorporated into study design. Public Library of Science 2005-10 2005-09-06 /pmc/articles/PMC1198040/ /pubmed/16138788 http://dx.doi.org/10.1371/journal.pmed.0020267 Text en Copyright: © 2005 Van den Broeck et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Policy Forum
Van den Broeck, Jan
Argeseanu Cunningham, Solveig
Eeckels, Roger
Herbst, Kobus
Data Cleaning: Detecting, Diagnosing, and Editing Data Abnormalities
title Data Cleaning: Detecting, Diagnosing, and Editing Data Abnormalities
title_full Data Cleaning: Detecting, Diagnosing, and Editing Data Abnormalities
title_fullStr Data Cleaning: Detecting, Diagnosing, and Editing Data Abnormalities
title_full_unstemmed Data Cleaning: Detecting, Diagnosing, and Editing Data Abnormalities
title_short Data Cleaning: Detecting, Diagnosing, and Editing Data Abnormalities
title_sort data cleaning: detecting, diagnosing, and editing data abnormalities
topic Policy Forum
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1198040/
https://www.ncbi.nlm.nih.gov/pubmed/16138788
http://dx.doi.org/10.1371/journal.pmed.0020267
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AT argeseanucunninghamsolveig datacleaningdetectingdiagnosingandeditingdataabnormalities
AT eeckelsroger datacleaningdetectingdiagnosingandeditingdataabnormalities
AT herbstkobus datacleaningdetectingdiagnosingandeditingdataabnormalities

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