[R] remove all terms with interaction factor in formula
Alexander Shenkin
ashenkin at ufl.edu
Thu Sep 13 19:49:36 CEST 2012
Hi Folks,
I'm trying to find a way to remove all terms in a formula that contain a
particular interaction.
For example, in the formula below, I'd like to remove all terms that
contain the b:c interaction.
> attributes(terms( ~ a*b*c*d))$term.labels
[1] "a" "b" "c" "d" "a:b" "a:c"
[7] "b:c" "a:d" "b:d" "c:d" "a:b:c" "a:b:d"
[13] "a:c:d" "b:c:d" "a:b:c:d"
My eventual use is to fit models with the reduced formulas.
For example:
> my_df = data.frame( iv = runif(100), a=runif(100), b=runif(100),
c=runif(100), d=runif(100))
> lm(iv ~ a*b*c*d, data=my_df)
I can remove particular terms with update(), but I don't see a way to
remove all terms that contain a given combination of factors.
Any help would be greatly appreciated. Thanks!
Allie
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