If the null hypothesis is rejected by the goodness-of-fit test, the alternative hypothesis specifies which of the population proportions differ from their hypothesized values.

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The rejection of the null hypothesis in a goodness-of-fit test indicates that at least one of the population proportions differs from the hypothesized values, but it does not specify which one(s).

If the Null Hypothesis Is Rejected by the Goodness-Of-Fit Test