I would also suggest reading this comment (Poll: Do we Julians want ANOVAs? - #7 by dmbates) by dmbates (the original author of GLM, MixedModels in julia and the primary mixed effects models package lme4 in R) in an older discussion on ANOVA and the paper he links to.
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