[R] unbalanced design in multifactor anova....
@k@h@y_e4 @end|ng |rom hotm@||@com
Tue Jan 18 08:14:17 CET 2022
I have a question on anova as implemented in R.
If there is an unbalanced design in multifactor anova, will aov or lm work properly? I was reading a book on excel where the author points that in an unbalanced design, the factors, as coded vectors, are correlated. He says that variance will be allocated properly only when the coded vectors are uncorrelated. But he also justifies that the function TREND() in Excel handles this automatically using semipartial correlations.
What about aov or lm in R, which are used to implement anova? Should we do some thing extra for them to work properly in an unbalanced design? Or will the coding system used by R to represent the factors or levels internally handles the correlation?
AKSHAY M KULKARNI
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