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How to share data for collaboration
- Source :
- Am Stat, The American statistician, vol 72, iss 1
- Publication Year :
- 2020
-
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.
- Subjects :
- 0301 basic medicine
Statistics and Probability
Guiding Principles
Computer science
analysis
General Mathematics
data sharing
Statistics & Probability
statistician
050109 social psychology
computer.software_genre
01 natural sciences
Bridge (interpersonal)
050105 experimental psychology
Article
010104 statistics & probability
03 medical and health sciences
0501 psychology and cognitive sciences
guidelines
0101 mathematics
05 social sciences
Statistics
Data science
Data sharing
030104 developmental biology
Data mining
Statistics, Probability and Uncertainty
tidy data
computer
Statistician
Subjects
Details
- ISSN :
- 00031305
- Volume :
- 72
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- The American statistician
- Accession number :
- edsair.doi.dedup.....16f5fc4f66ae44bfeecfa60b7af903c1