Evidence based data analysis
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Evidence based data analysis Jeff Leek @simplystats
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Transcript of Evidence based data analysis
Evidence based data analysis
Jeff Leek
@simplystats
What Roger said but with more pictures.
Jeff Leek
@simplystats
The tools for reproducibility already exist.*
I think that it is ironic that a paper that claims to prove the reliability of the literature had completely messed up the two main figures that represent the core of all its data and its main results.
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An analysis can be fully reproducible and still be wrong.
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http://bioinformatics.mdanderson.org/Supplements/ReproRsch-All/
Training not tools
Prevention not treatment
Leek and Peng (2015) doi: 10.1073/pnas.1421412111
Scaling training
1,750,000+Enrolled
Even simple things are hard at scale
Leek and Peng (2015) DOI: 10.1126/science.aaa6146
