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2017 Oct 10
1
Unbalanced data in split-plot analysis with aov()
Dear all, I'm analysing a split-plot experiment, where there are sometimes one or two values missing. I realized that if the data is slightly unbalanced, the effect of the subplot-treatment will also appear and be tested against the mainplot-error term. I replicated this with the Oats dataset from Yates (1935), contained in the nlme package, where Variety is on mainplot, and nitro on subplot. > # Oats dataset (Yates 1935) from the nlme package > require(nlme); data <- get(data(Oats)) > data$nitro <- factor(data$nit...