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Analysis of variance, as the name suggests, analyzes variance estimates in order to draw conclusions about differences between means. What is the logic for this?

Analysis of variance, as the name suggests, analyzes variance estimates in order to draw conclusions about differences between means. What is the logic for this? I.e., how does looking at variances lead to a decision about means?

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