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Thou Shalt Be Reproducible! A Technology Perspective
This article elaborates on reproducibility in psychology from a technological viewpoint. Modern open source computational environments are shown and explained that foster reproducibility throughout the whole research life cycle, and to which emerging psychology researchers should be sensitized, are...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2016
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4943952/ https://www.ncbi.nlm.nih.gov/pubmed/27471486 http://dx.doi.org/10.3389/fpsyg.2016.01079 |
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author | Mair, Patrick |
author_facet | Mair, Patrick |
author_sort | Mair, Patrick |
collection | PubMed |
description | This article elaborates on reproducibility in psychology from a technological viewpoint. Modern open source computational environments are shown and explained that foster reproducibility throughout the whole research life cycle, and to which emerging psychology researchers should be sensitized, are shown and explained. First, data archiving platforms that make datasets publicly available are presented. Second, R is advocated as the data-analytic lingua franca in psychology for achieving reproducible statistical analysis. Third, dynamic report generation environments for writing reproducible manuscripts that integrate text, data analysis, and statistical outputs such as figures and tables in a single document are described. Supplementary materials are provided in order to get the reader started with these technologies. |
format | Online Article Text |
id | pubmed-4943952 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-49439522016-07-28 Thou Shalt Be Reproducible! A Technology Perspective Mair, Patrick Front Psychol Psychology This article elaborates on reproducibility in psychology from a technological viewpoint. Modern open source computational environments are shown and explained that foster reproducibility throughout the whole research life cycle, and to which emerging psychology researchers should be sensitized, are shown and explained. First, data archiving platforms that make datasets publicly available are presented. Second, R is advocated as the data-analytic lingua franca in psychology for achieving reproducible statistical analysis. Third, dynamic report generation environments for writing reproducible manuscripts that integrate text, data analysis, and statistical outputs such as figures and tables in a single document are described. Supplementary materials are provided in order to get the reader started with these technologies. Frontiers Media S.A. 2016-07-14 /pmc/articles/PMC4943952/ /pubmed/27471486 http://dx.doi.org/10.3389/fpsyg.2016.01079 Text en Copyright © 2016 Mair. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Mair, Patrick Thou Shalt Be Reproducible! A Technology Perspective |
title | Thou Shalt Be Reproducible! A Technology Perspective |
title_full | Thou Shalt Be Reproducible! A Technology Perspective |
title_fullStr | Thou Shalt Be Reproducible! A Technology Perspective |
title_full_unstemmed | Thou Shalt Be Reproducible! A Technology Perspective |
title_short | Thou Shalt Be Reproducible! A Technology Perspective |
title_sort | thou shalt be reproducible! a technology perspective |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4943952/ https://www.ncbi.nlm.nih.gov/pubmed/27471486 http://dx.doi.org/10.3389/fpsyg.2016.01079 |
work_keys_str_mv | AT mairpatrick thoushaltbereproducibleatechnologyperspective |