I have 50 variables in my dataset. I have correlated each variable against each variable, thus I have 50*50 = 1225$49·50/2 = 1225$ unique correlations when no variable is tested against itself. Now, suppose I want to correct the statistics for multiple comparison, and that for some reason (well, just for learning now) I want to use the Bonferroni correction. Let the threshold for significance be $\alpha = 0.05$. Is the corrected threshold $0.05/1200$ (where 12001225 is number of tests) or $0.05/49$ (because each variable was correlated with 49 other)?
Wrzlprmft
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