Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. You can change your ad preferences anytime.

Evidence based data analysis

1,448 views

Published on

Talk given at

Published in: Data & Analytics
  • Be the first to comment

Evidence based data analysis

  1. 1. Evidence based data analysis Jeff Leek @simplystats
  2. 2. What Roger said but with more pictures. Jeff Leek @simplystats
  3. 3. The tools for reproducibility already exist.*
  4. 4. 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. “ ”
  5. 5. An analysis can be fully reproducible and still be wrong. “ ”
  6. 6. http://bioinformatics.mdanderson.org/Supplements/ReproRsch-All/
  7. 7. Training not tools
  8. 8. Fisher et al. (2014) http://dx.doi.org/10.7717/peerj.589
  9. 9. Fisher et al. (2014) http://dx.doi.org/10.7717/peerj.589
  10. 10. Prevention not treatment
  11. 11. Leek and Peng (2015) doi: 10.1073/pnas.1421412111
  12. 12. Scaling training
  13. 13. 1,750,000+ Enrolled
  14. 14. Even simple things are hard at scale
  15. 15. Leek and Peng (2015) DOI: 10.1126/science.aaa6146

×