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Effect size is "a measure of the strength of a phenomenon or a sample-based estimate of that quantity" [Wikipedia].
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vote
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Why do I get completely different Effect Sizes using same data but different methods?
When I calculate Effect Sizes (Cohen's d) on the same study using different methods I get completely different effect sizes.
For example:
(t=4.81, P<0.001, d=0.41)
I also calculated d=0.41 using rep …