How to Share Data for Collaboration. Issue 1 (2nd January 2018)

• Record Type: Journal Article
• Authors: Ellis, Shannon E.; Leek, Jeffrey T.
• Is Part Of: American statistician. Volume 72:Issue 1(2018)
• Page Start: 53
• Page End: 57
• Publication Date: 2018-01-02
• Subjects: Analysis -- Data sharing -- Guidelines -- Statistician -- Tidy data; Statistics -- Periodicals; 001.42205
• DOI: 10.1080/00031305.2017.1375987
• Languages: English
• ISSNs: 0003-1305

Abstract

ABSTRACT: Within the statistics community, a number of guiding principles for sharing data have emerged; however, these principles are not always made clear to collaborators generating the data. To bridge this divide, we have established a set of guidelines for sharing data. In these, we highlight the need to provide raw data to the statistician, the importance of consistent formatting, and the necessity of including all essential experimental information and pre-processing steps carried out to the statistician. With these guidelines we hope to avoid errors and delays in data analysis.