Nature Comment: Share Analysis Plans and Results

Nature published a series of comments all focused on ways to fix our statistics. In my comment, I argue that the main problem is the flexibility in data analysis, combined with incentives to find significant results. A possible solution would be to preregister analysis plans, and to share data.

Read the entire piece here, for the following set of solutions:

  • Jeff Leek: Adjust for human cognition
  • Blake McShane, Andrew Gelman, David Gal, Christian Robert, and Jennifer Tackett: Abandon statistical significance
  • David Colquhoun: State false-positive risk, too
  • Michèle Nuijten: Share analysis plans and results
  • Steven Goodman: Change norms from within

 

Nature

Illustration by David Parkins

 

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