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Subgroup Inconsistency and the Dilution Effect in Levene's Test for Homoscedasticity
Levene's test for homoscedasticity is a standard procedure used to evaluate whether multiple groups of independent observations share a common variance. Because Levene's test relies on an Analysis of Variance (ANOVA) applied to transformed absolute or squared deviations, it structurally mirrors the
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