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From John Sorkin via email
Does the package automatically handle an interaction term, e.g. for the model and contrast statement below,
fit1 <- lm(y~ x + z + x*z)
contrast(x=10, z=10)Will the contrast statement include in its calculation the x*z interaction? Some testing I have done suggests it does not.
If I am correct (that the contrast statement written above does NOT include the interaction term in its computation), is there a way to specify the interaction in the contrast statement?
I have tried contrast(x=10, z=10, xz=100), contrast(x=10, z=10, xz=100), contrast(x=10, z=10, “xz”=100) none of which run; all produce an error message.
In a model with an offset, will the contrast statement work and include the offset in its computation, for example
fit2 <- lm(y~ x + z + x*z + offset=offset)
contrast(fit2, x=10, y=10)Some experimentation suggests the contrast function does not account for the offset.
Assuming I am correct, that the offset term is NOT honored in the contrast statement, is there a way to write a contrast statement that will work?