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In an ANOVA, if the null hypothesis fails to be rejected, then . . . there is no significant difference between any of the samples.

In an ANOVA, if the null hypothesis fails to be rejected, then ...
there is no significant difference between any of the samples.
There is a significant difference between every pair of samples.
there is no significant difference for at least one pair of samples, but there may be a difference between others.

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