[R] saving AIC of intermediate models in step
Adaikalavan Ramasamy
ramasamy at cancer.org.uk
Wed Nov 30 13:17:02 CET 2005
df <- data.frame( matrix( rnorm(1000), nc=10 ) )
colnames(df) <- c("y", paste("x", 1:9, sep=""))
ifit <- glm( y ~ ., data=df ) # initial fit
a <- stepAIC( ifit, keep=extractAIC )
a$keep
[,1] [,2] [,3] [,4] [,5] [,6] [,7]
[1,] 10.000 9.0000 8.0000 7.0000 6.0000 5.0000 4.0000
[2,] 319.356 317.3819 315.4327 314.3526 313.2192 312.3311 311.1450
[,8] [,9] [,10]
[1,] 3.0000 2.0000 1.0000
[2,] 310.2517 309.1266 308.1171
On Tue, 2005-11-29 at 19:01 +0100, german.lopez at ua.es wrote:
> Hi all,
> I'm fitting GLM's using the step or stepAIC procedures and I would
> like to save the AIC of the intermediate models. I would appreciate
> very much information about how todo this.
> Best wishes
> Germán López
>
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