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Evidence based data analysis

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A talk given at the National Academies workshop on statistical reproducibility: http://sites.nationalacademies.org/DEPS/BMSA/DEPS_153236

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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. “ ”
An analysis can be fully reproducible and still be wrong. “ ”
http://bioinformatics.mdanderson.org/Supplements/ReproRsch-All/
Training not tools
Fisher et al. (2014) http://dx.doi.org/10.7717/peerj.589
Fisher et al. (2014) http://dx.doi.org/10.7717/peerj.589
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
Evidence based data analysis

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