With the usual ANOVA assumptions, the ratio of two mean squares whose expected values are the same has an F distribution. A “statistically significant F” in an ANOVA indicates that you have identified...

With the usual ANOVA assumptions, the ratio of two mean squares whose expected values are the same has an F distribution.

A “statistically significant F” in an ANOVA indicates that you have identified which levels of factors are different from the others