Figure from Messerli (2012) Chocolate Consumption, Cognitive Function, and Nobel Laureates, New England Journal of Medicine.
Potential list of readings under additional p-value treatment
- Redefine statistical significance
71 Al. and Valen E. Johnson
PsyArXiv Preprints, 2017
Appearing in nature human behaviour
with Correspondence by Valentin Amrhein and Sander Greenland in Remove, rather than redefine, statistical significance
and reponses by another large number of authors (Including D. Mayo) in
Justify Your Alpha: A Response to Redefine Statistical Significance
plus
Why “Redefining Statistical Significance” Will Not Improve Reproducibility and Could Make the Replication Crisis Worse
by Harry Crane, PsyArXiv, 2017
and Abandon Statistical Significance
by Blakeley B. McShane, David Gal, Andrew Gelman, Christian Robert and Jennifer L. Tackett
with related discussions on Gelman’s blog
Abandon Statistical Significance
Alan Sokals comments on Abandon Statistical Significance
Response to some comments on Abandon Statistical Significance
- Revised standards for statistical evidence
Valen E. Johnson
PNAS, 2013
- The Reproducibility Of Research And The Misinterpretation Of P Values
David Colquhoun
bioRxiv preprint, 2017
- An investigation of the false discovery rate and the misinterpretation of p-values
Royal Society Open Science, 2014
- A megateam of reproducibility-minded scientists look to lowering the p-value
A related blog post by D. Mayo
- Deconstructing ``A World Beyond P-values
Following the ASA statement follow up Symposium in October 2017 and with additional related blog posts by D. Mayo
- “These People Are Trying To Fix A Huge Problem In Science”
RSS twitter
Additional literature related to p-values
The same theme from the perspective of confidence intervals
On the reporting of non-significant p-values in the medical literature