Back to Search Start Over

Facilitating reproducible project management and manuscript development in team science: The projects R package.

Authors :
Krieger, Nikolas I.
Perzynski, Adam T.
Dalton, Jarrod E.
Source :
PLoS ONE. 7/29/2019, Vol. 14 Issue 7, p1-9. 9p.
Publication Year :
2019

Abstract

The contemporary scientific community places a growing emphasis on the reproducibility of research. The projects R package is a free, open-source package created in the interest of facilitating reproducible research workflows. It adds to existing software tools for reproducible research and introduces several practical features that are helpful for scientists and their collaborative research teams. For each individual project, it supplies a framework for storing raw and cleaned study data sets, and it provides script templates for protocol creation, data cleaning, data analysis and manuscript development. Internal databases of project and author information are generated and displayed, and manuscript title pages containing author lists and their affiliations are automatically generated from the internal database. File management tools allow teams to organize multiple projects. When used on a shared file system, multiple researchers can harmoniously contribute to the same project in a less punctuated manner, reducing the frequency of misunderstandings and the need for status updates. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19326203
Volume :
14
Issue :
7
Database :
Academic Search Index
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
137762345
Full Text :
https://doi.org/10.1371/journal.pone.0212390