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Repeat after me: Is our research reproducible (enough)?

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Repeat after me: Is our research reproducible (enough)?

  1. 1. Repeat after me: Is our research reproducible (enough)? Lex Nederbragt
  2. 2. whoami @lexnederbragt flxlexblog.wordpress.com
  3. 3. whatdoido
  4. 4. What is ‘Reproducible research’? “Reproducibility is the ability of an entire experiment or study to be reproduced either by the researcher or by someone else working independently. It is one of the main principles of the scientific method.” Wikipedia
  5. 5. Reproducibility: why?
  6. 6. The worst case https://www.sciencemag.org/content/334/6056/579.full.pdf
  7. 7. A reproducibility crisis? Retraction rates are on the rise Murat Cokol, Fatih Ozbay & Raul Rodriguez-Esteban EMBO reports (2008) 9, 2 doi:10.1038/sj.embor.7401143
  8. 8. Does this affect us?
  9. 9. An example from our own work 2011
  10. 10. An example from our own work Are all these figures/tables reproducible? Supplementary information, page 19-63 of 72
  11. 11. An exercise in reproducibility Master student project at informatics Sabba Ifzal
  12. 12. Solutions Flick: http://farm4.staticflickr.com/3319/3265787219_bfbc654b5e_o.jpg Wikimedia commons
  13. 13. Levels of reproducibility Loose descriptions that are very incomplete, no data/materials All data, protocols, code etc
  14. 14. Levels of reproducibility Minimum effort needed to reproduce meaningfully Loose descriptions that are very incomplete, no data/materials All data, protocols, code etc
  15. 15. Reproducibility and reusability http://upload.wikimedia.org/wikipedia/commons/4/48/Recycle.jpg
  16. 16. How to make your research reproducible Document your work
  17. 17. How to make your research reproducible http://howdoitradestocks.com/wp-content/uploads/2011/12/share-ideas1.jpg
  18. 18. How to make your research reproducible https://twitter.com/vsbuffalo/statuses/377651287133003776
  19. 19. How to make your research reproducible https://github.com/lexnederbragt
  20. 20. How to make your research reproducible Version control https://www.atlassian.com/git/workflows
  21. 21. How to make your research reproducible
  22. 22. How to make your research reproducible http://software-carpentry.org
  23. 23. https://twitter.com/ctitusbrown/status/383730337811296256

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