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Variance decomposition of a mixture distribution. Scatterplots of samples from a standard normal mixture distribution with three components and equal weights, with a varying amount of heterogeneity φB explained by the variation of the component means, φB = 0.1, φB = 0.5, and φB = 0.9 (from left to right).
