Asking, are simple effects different from 0
Ah. I see. So, if I want to test to see whether each simple effect is different from 0, I would do something like the following: cm2 <- rbind( "A:L" = c(1, 0, 0, 0, 0, 0), "A:M" = c(1, 1, 0, 0, 0, 0), "A:H" = c(1, 0, 1, 0, 0, 0), "B:L" = c(1, 0, 0, 1, 0, 0), "B:M" = c(1, 1, 0, 1, 1, 0), "B:H" = c(1, 0, 1, 1, 0, 1)) summary(glht(fm, linfct = cm2), test = adjusted(type="none")) Correct? What is the df on those t-tests then? Is it 48? Interestingly, I find this produces results no different than fm2<-lm(breaks ~ tension:wool+0, data=warpbreaks) summary(fm2) Also, here, it would seem each t-test was done with the full 48df. Hrm.
Chuck Cleland wrote:
Each column corresponds to one of the coefficients in the model, and each row specifies a particular contrast. The numbers in the matrix indicate how the model coefficients are combined to indicate a particular difference in means. For example, the first row indicates that the third coefficient (woolB) is multiplied by -1. The baseline categories are A and L for the wool and tension factors, so the woolB effect in fm is the simple effect of B vs. A in the baseline category of the tension factor. Multiplying this coefficient by -1 produces an A vs. B comparison in the baseline category of the tension factor.
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