[R] a question on stepAIC

From: Minya Pu <minya.pu_at_gmail.com>
Date: Thu, 6 Dec 2007 10:47:30 -0800

 I am trying to use stepAIC to do forward stepwise selection for a logistic model.
I did

 hi <- glm(melanoma ~ ., family = binomial, data=data)

lo <- glm(melanoma ~ 1, family = binomial, data=data)

 stepAIC(lo, scope=list(upper = hi , lower = lo), direction = "forward" )

But the full model hi did not converge since I have many many candidate covariates:

Warning message:

algorithm did not converge in: glm.fit(x = X, y = Y, weights = weights, start = start, etastart = etastart,

 Question: Can I do the forward selection without specifying a maximal model hi?


Minya Pu

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