Frequentist statistics works by calculating a test statistic that measures how much the data deviate from the null hypothesis, working out the sampling distribution for the test statistic when the null hypothesis is true, and
setting a rule for retaining or rejecting the null hypothesis that controls the Type I error rate.
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