[R] Re-Post: Combining Factors in model.matrix
Duncan Murdoch
dmurdoch at pair.com
Sat Jan 24 12:46:53 CET 2004
On Sat, 24 Jan 2004 02:31:19 -0500, you wrote:
>Hello,
>
>I didn't get any response on this before, leading me to believe I've missed
>something fundamental. Can anybody guide me in the correct direction for more
>help on this?
I didn't see the earlier posting, but nothing seems to be wrong with
this one.
>I want to be able to create a design matrix with two factors. For instance, if
>I have:
>
>> t1 <- factor(c(1,1,2,2));
>> t2 <- factor(c(1,2,1,2));
>> design <- model.matrix(~ -1 + (t1+t2));
>> design;
> t11 t12 t22
>1 1 0 0
>2 1 0 1
>3 0 1 0
>4 0 1 1
>
>But the design matrix I want is:
> t1 t2
>1 1 0
>2 1 1
>3 0 0
>4 0 1
You seem to want something like
> model.matrix(~ t1+t2 )[,-1]
t12 t22
1 0 0
2 0 1
3 1 0
4 1 1
(i.e. leave the intercept in the model, but delete it from the
result). This doesn't give the exact encoding you asked for; the
"contrasts" options might be able to fix this (see ?contr.poly, or
maybe ?contrasts, and experiment a bit.)
>
>Actually, in general I'm struggling with the syntax for formulating a design
>matrix I can write down on paper. Is there a reference for this beyond the R
>documentation?
I don't know.
Duncan Murdoch
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