Hypothesis Testing Null and Alternative Hypotheses Test Statistic PValue Significance Level

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Hypothesis testing is an essential procedure in statistics. A hypothesis test evaluates two mutually exclusive statements about a population to determine which statement is best supported by the sample data. When we say that a finding is statistically significant, it's thanks to a hypothesis test. • What are the 5 steps of hypothesis testing? • Step 1: Specify the Null Hypothesis. ... • Step 2: Specify the Alternative Hypothesis. ... • Step 3: Set the Significance Level (a) ... • Step 4: Calculate the Test Statistic and Corresponding P-Value. ... • Step 5: Drawing a 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