Timeline for What's wrong with Bonferroni adjustments?
Current License: CC BY-SA 3.0
5 events
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Oct 17, 2014 at 12:40 | comment | added | TrynnaDoStat | Okay, I understand what you are saying. If you tested the same hypothesis 3 different ways I would not apply a multiple testing correction. The reason being that these three test results are presumably highly dependent on each other. | |
Oct 17, 2014 at 12:32 | comment | added | goro | What I meant by "I should accept the results depending on my hypothesis" is that I ran my analysis in three different ways including GLM and permutation methods. all the methods gave me significant results and those results support my hypothesis that I should have significant difference between the groups. When I used Bonferroni for multiple correction All my results was not significant. Thats why I am confused.Is this method not optimal for my analysis so I can use different one or can I trust my results depending on the results from the other methods without to use Bonferroni? | |
Oct 17, 2014 at 12:21 | comment | added | TrynnaDoStat | I dont know what you mean by "I should accept the results depending on my hypothesis" but yes you should apply some sort of multiple testing correction because otherwise you are highly inflating type 1 error. | |
Oct 16, 2014 at 20:53 | comment | added | goro | Is that mean that I need to use this method to correct my results or I should accept the results depending on my hypothesis. | |
Oct 16, 2014 at 20:47 | history | answered | TrynnaDoStat | CC BY-SA 3.0 |