Web Reference: Statistical Power is one of those things that sounds so fancy and, well, "Powerful", but it's actually a really simple concept and this video explains it so it's clear as day. Feb 6, 2025 · Statistical power is the probability of detecting a true effect when it actually exists in your population. More precisely, it’s the probability of correctly rejecting the null hypothesis when it is false. This probability ranges from 0 to 1, where values closer to 1 indicate greater power. What is statistical power, when should it be used, and what information is needed for calculating power? Like the p value, the power is a conditional probability. In a hypothesis test, the alternative hypothesis is the statement that the null hypothesis is false.
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