I have three IVs with two levels/groups. My primary hypothesis is that there will be group differences for all IVs in total score. However, total score is comprised of scores on 7 subscales. Total score difference was hypothesised a priori, while subscale differences testing was done out of curiosity. 2x2x2 anova is out of the question because some groups n<5.
How should I proceed with t-tests regarding the Bonferroni correction? My p is set at 0.01.
It doesn't make sense to divide p with 24 (3x7+3x1) because the value is too low. Maybe for each IV p=0.01/8?