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The Behavior of the P-Value When the Alternative Hypothesis is True

The Behavior of the P-Value When the Alternative Hypothesis is True

The P-value is a random variable derived from the distribution of the test statistic used to analyze a data set and to test a null hypothesis. Under the null hypothesis, the P-value based on a continuous test statistic has a uniform distribution over the interval [0, 1], regardless of the …