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Theory & Methods: A Weighted Least Squares Approach to Levene's Test of Homogeneity of Variance

Theory & Methods: A Weighted Least Squares Approach to Levene's Test of Homogeneity of Variance

In 1960 Levene suggested a potentially robust test of homogeneity of variance based on an ordinary least squares analysis of variance of the absolute values of meanā€based residuals. Levene's test has since been shown to have inflated levels of significance when based on the Fā€distribution, and tests a hypothesis other ā€¦