Post-hoc power analysis is a statistical method used to determine the power of a test after data has been collected and analyzed. It assesses the likelihood that a study will detect an effect of a certain size, given the actual sample size and observed effect size. This type of analysis is particularly important for understanding whether non-significant results were due to a lack of power rather than an actual absence of an effect.
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