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Which is the best method to test equality of mean vectors say that of age, height, weight and BMI of 150 men and women?

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  • $\begingroup$ It depends on your data. If they are reasonable Normal distributed then you must use the T-test, otherwise you can use the non parametric test of kolmogorow smirnov for small samples or the wilcoxon-mann-whitney for large samples (as your data are) $\endgroup$ – niandra82 Jun 16 '14 at 12:01
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    $\begingroup$ Isin't Hotelling's T2 test used in such contexts? $\endgroup$ – user46697 Jun 16 '14 at 12:21

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