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How big a sample size do I need to test my hypotheses?
The four determinants of statistical power are related. If you know three of them, you can figure out the fourth. A prospective power analysis can thus be used to determine the minimum sample size (N) given prior expectations regarding the effect size, the alpha significance criterion, and the desired level of statistical power. For example,…