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The F statistic which is 41.397 in the ANOVA table is used to test the overall effect of education on systolic blood pressure. If the
The F statistic which is 41.397 in the ANOVA table is used to test the overall effect of education on systolic blood pressure. If the p-value associated with this F statistic is less than the significance level (0.05), we reject the null hypothesis and conclude that there is a significant difference in mean systolic blood pressure across at least two of the education categories. If the p-value is greater than 0.05 than we would fail to reject. In this table we reject the null hypothesis because the p-value is less than 0.05 which is 0.001
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