The statement is TRUE.
Explanation : The total variance in an ANOVA can be partitioned into two groups namely within-treatment variance and between treatment variance. The within-treatment variance measures the variability inside each treatment condition (also called error sum of squares) whereas the between treatment variance is a measure of the heterogeneity between the different treatments.
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