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Hierarchical group means

When analyzing randomized groups by their individual measurements the degree of imprecision can/should be used to "shrink" the estimated group mean towards the overall mean, as shown below.

Overall mean is given by the yellow RR crossing shape.

Note that taking a simple group mean and taking a mixed model hierarchical group mean gives a different ranking of the black and red groups. This is because the red dots are closer (more precise).