4. Set up the Hypothesis Chi-Squared Goodness-of-Fit test is a type of hypothesis test (testing the data with regard to a null hypothesis and alternative hypothesis) The two hypotheses for the Chi-Squared Goodness-of-Fit test are: Null hypothesis (Ho): The data is normal. Alternative hypothesis (Ha): The data is not normal