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Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
A new era of
large-scale replication and collaboration?
Alex.Holcombe@sydney.edu.au
@ceptional
http://www.slideshare.net/holcombea/
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
False positives zone
Look for areas wherein victory declared whenever
null hypothesis is rejected, where size of effect,
plausibility considered unimportant.
Where science is not self-correcting
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
"This one's Psych Science. 1998. Put
your money on ‘will replicate’?”
"What, you think I was born
yesterday?”
"Fine," muttered the bookie.
#AcademicNoir
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
Well, Mr. P. Hacker, your luck is about to run out…
down at the journals, they’re running a new game.
They call it ‘preregistration’.
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
5
https://osf.io/tvyxz/wiki/home/
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
6
https://osf.io/tvyxz/wiki/home/
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
7
https://osf.io/tvyxz/wiki/home/
100% P-hacking Free
Here, check our
numbers.
Here’s how you
can replicate our
result.
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
"This one's Psych Science. 1998. Put
your money on ‘will replicate’?”
"What, you think I was born
yesterday?”
"Fine," muttered the bookie.
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php 9
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php 10
Failed to replicate my result?
Have you
considered
the unknown
moderators?
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php 11
Any one of us alone, he’ll say we messed up.
But if we all run the replication together, we
can show the big guy we’re right.
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
Meta-analysis forest plot
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
Meta-analysis forest plot
Failed to replicate my
result?
Have you considered
the unknown
moderators?
You messed
up!
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
Preregistration
Large-scale replication
Open data
Open protocol and code
A new era of
large-scale replication
and collaboration?
Can we do this bottom-up?
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php
Reproducibility workshop 26 Nov
http://bizlab.unsw.edu.au/website/conference-2015.php

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Unsw reproducibility workshop

  • 1. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php A new era of large-scale replication and collaboration? Alex.Holcombe@sydney.edu.au @ceptional http://www.slideshare.net/holcombea/
  • 2. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php False positives zone Look for areas wherein victory declared whenever null hypothesis is rejected, where size of effect, plausibility considered unimportant. Where science is not self-correcting
  • 3. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php "This one's Psych Science. 1998. Put your money on ‘will replicate’?” "What, you think I was born yesterday?” "Fine," muttered the bookie. #AcademicNoir
  • 4. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php Well, Mr. P. Hacker, your luck is about to run out… down at the journals, they’re running a new game. They call it ‘preregistration’.
  • 5. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php 5 https://osf.io/tvyxz/wiki/home/
  • 6. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php 6 https://osf.io/tvyxz/wiki/home/
  • 7. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php 7 https://osf.io/tvyxz/wiki/home/ 100% P-hacking Free Here, check our numbers. Here’s how you can replicate our result.
  • 8. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php "This one's Psych Science. 1998. Put your money on ‘will replicate’?” "What, you think I was born yesterday?” "Fine," muttered the bookie.
  • 9. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php 9
  • 10. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php 10 Failed to replicate my result? Have you considered the unknown moderators?
  • 11. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php 11 Any one of us alone, he’ll say we messed up. But if we all run the replication together, we can show the big guy we’re right.
  • 12. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php Meta-analysis forest plot
  • 13. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php Meta-analysis forest plot Failed to replicate my result? Have you considered the unknown moderators? You messed up!
  • 14. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php
  • 15. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php
  • 16. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php
  • 17. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php Preregistration Large-scale replication Open data Open protocol and code A new era of large-scale replication and collaboration? Can we do this bottom-up?
  • 18. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php
  • 19. Reproducibility workshop 26 Nov http://bizlab.unsw.edu.au/website/conference-2015.php