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Hypothesis Testing

Hypothesis testing is the methodology used to test the Null hypothesis, which is the hypothesis essentially of no effect, against some Alternative hypothesis that states that the effect is present and produces test statistic values that tend to be higher (lower) than what would be expected under the Null hypothesis.

The typical hypothesis testing scenario consists of five steps.