> leads to a higher than expected correlations as the p-values are quite significant to be selected as significant when you correct for multiple comparisons.
Which is especially problematic for studies with small sample sizes, see Yarkoni (2009, https://dx.doi.org/10.1111/j.1745-6924.2009.01127.x ) for further details.
Best
Helmut
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