[R] GLM
Jeff Row
jeffrow51 at hotmail.com
Mon Oct 31 18:01:12 CET 2005
Hello R-users,
I am a relatively new user of R and I have a question regarding glm. I want
to run the function GLM on multiple individuals separately and then get
means for summary statistics such as AIC and coef. Is there a way to do this
in R without separately going through each individual and subsetting the
dataset, getting the summary statistics and averaging them? For example, in
the dataset below I would like to run the function:
>glm(Type~Dwater+Habitat, data=example, family=binomial())
on each individual separately and then get the average for the coef's Dwater
and Habitat for the 3 individuals.
>example
Individual Type Dwater Habitat
1 1 0 40 0
2 1 1 80 1
3 1 0 30 0
4 1 1 90 0
5 2 0 15 1
6 2 1 95 1
7 2 0 20 0
8 2 1 75 1
9 3 0 15 0
10 3 1 60 1
11 3 0 10 1
12 3 1 95 0
Thanks,
Jeff.
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