Pragmatic reproducible research: improving the research process from raw data to results, bit by bit

Reproducible research is the ability to recreate results given the same data, analytic code, and documentation. This definition of reproducibility has also been referred to as computational reproducibility. When it is infeasible to replicate a scientific study, such as a clinical trial, costly exper...

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Bibliographic Details
Published in:	The Journal of clinical investigation Vol. 133; no. 16; pp. 1 - 3
Main Authors:	Rasmussen, Luke V, Whitley, Eric W, Welty, Leah J
Format:	Journal Article
Language:	English
Published:	United States American Society for Clinical Investigation 15-08-2023
Subjects:	Automation Biomedical research Documentation Laboratories Medical research Medicine, Experimental Open access Reproducibility Research validity Scientists Software utilities Viewpoint United States
Online Access:	Get full text
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Summary:	Reproducible research is the ability to recreate results given the same data, analytic code, and documentation. This definition of reproducibility has also been referred to as computational reproducibility. When it is infeasible to replicate a scientific study, such as a clinical trial, costly experiment, or longitudinal cohort study, reproducibility provides a minimum standard of scientific rigor. Here, Rasmussen et al focus on reproducibility as the process of generating the same data analytic results given the raw data, and not on regenerating experimental data.
Bibliography:	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23
ISSN:	1558-8238 0021-9738 1558-8238
DOI:	10.1172/JCI173741