Null and Alternative Hypotheses: step-by-step.

more extreme occuring ASSUMING the null hypothesis is true. If the p-value is very small, our sample outcome was very unlikely (a \rare event") based on our assumption, so we reject our assumption. Recall that our assumption is based on the null hypothesis, so rejecting the assumption is the same as rejecting the null hypothesis. ................
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