Answer by Mike Hunter for Relationship between effect size and statistical...
Of course you understand that effect sizes are the preferred metric relative to p-values with large amounts of data in an analysis. The obvious reason for this being that significance is very sensitive...
View ArticleAnswer by rumtscho for Relationship between effect size and statistical...
What measure of effect size are you using? People who report correlation coefficients tend to report their "significance", when they mean "the significance level of the test that r =/= 0". I suspect...
View ArticleAnswer by Kodiologist for Relationship between effect size and statistical...
Take a look at the formulae for your favorite hypothesis test and notice that the $p$-value depends not only on the effect size, but also on the sample size(s). Furthermore, different tests use...
View ArticleRelationship between effect size and statistical significance
In most of the times when effect size is reported, it seems to me that there is a clear inverse proportionality with p-value. I know that effect sizes bring information that is independent from...
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