[R] Logit reality check
Andrew Criswell
arc at arcriswell.com
Sun Sep 28 17:06:16 CEST 2003
Hello all:
I've been given the following data and have been asked to run a logit
model using glm(). The variable, Y, is a proportion ranging from 0 to
1, X is a covariate. Without a base number of observations from which Y
is computed as a proportion, I believe there is not sufficient information.
If I try the model below, R seems to grumble with a complaint.
glm(cbind(Y,1-Y) ~ X, family = binomial)
non-integer counts in a binomial glm! in: eval(expr, envir, enclos)
Am I correct to believe that more information is required?
Thanks,
ANDREW
Y X
[1,] 0.40 41
[2,] 0.19 69
[3,] 0.20 60
[4,] 0.29 85
[5,] 0.14 48
[6,] 0.20 32
[7,] 0.11 69
[8,] 0.28 17
[9,] 0.35 115
[10,] 0.03 15
[11,] 0.14 11
[12,] 0.12 25
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