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Results tagged with multiple-comparisons
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user 23759
Signals situations where one is concerned about achieving intended power and size when more than one hypothesis test is performed.
0
votes
Do we need a Bonferonni correction when running numerous univariate regression analyses?
In order to correctly control your type 1 error you do need to make some sort of adjustment. Are your hypotheses nested in any way? If so you can take advantage of this structure (i.e. closed hypothes …
- 351
2
votes
Is it necessary to correct alpha in repeated measures ANOVA before any post-hoc comparisons?
This is a closed testing procedure, so you must correct the p-values to control type-one error within levels of the hypothesis hierarchy. for example, in a normal ANOVA, you test the global null first …
- 351
4
votes
Benjamini-Hochberg dependency assumptions justified?
The validity of the BH procedure depends on the hypothesis tests being positively dependent. If you read their 2001 paper you would see that it is not necessary to be multivariate normal, they gave we …
- 351