Peter Norvig personal blog

Warning Signs in Experimental Design and Interpretation (2007)

When an experimental study states "The group with treatment X had significantly less disease ( p = 1%)", many people interpret this statement as being equivalent to "there is a 99% chance that if I do treatment X it will prevent disease." This essay explains why these statements are not equivalent. For such an…
Points
107
HN comments
33
Submissions
2
Cited by
18 commenters

Science & SpaceMath & Algorithms2019

On Hacker News

SubmittedTitle on HNPointsComments
Jan 7, 2019Warning Signs in Experimental Design and Interpretation (2007) by chollida110712
Apr 16, 2014Warning Signs in Experimental Design and Interpretation (2007) by SatvikBeri9321

Cited in comments

Linked from 237 Hacker News comments by 18 different people, from Dec 2008 to Sep 2025.

Most recent:

Search every comment that links here →

More from Peter Norvig

All 23 posts →

Related posts from the same era