You conducted a one-way ANOVA and obtained an F-statistic of 4.67 with a p-value of 0.03. What does this result imply regarding the null hypothesis?
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Post-hoc tests are performed after finding a significant ANOVA result to determine which specific group means are different. They control for Type I error when making multiple comparisons.