[R] AIC for GAM models

ritapatricio anaritapatricio at hotmail.com
Wed Aug 22 14:00:01 CEST 2012


Dear all,

I am analysing growth data - response variable - using GAM and GAMM models,
and 4 covariates: mean size, mean capture year, growth interval, having
tumors vs. not
The models work fine, and fit the data well, however when I try to compare
models using AIC I cannot get an AIC value.

This is the code for the gam model:

>model1=gam(growth_rate~s(sampling_year)+s(growth_interval)+s(mean_SCL)+FP_status,family=quasi(link=identity),method="REML")
> AIC(model1)
[1] NA

or:
> model2=gam(growth_rate~s(sampling_year)+s(mean_SCL),family=quasi(link=identity),method="REML")
> AIC(model1,model2)
              df AIC
model1 13.722861  NA
model2  9.898634  NA

I have tried several models and AIC always comes as 'NA', can someone help?

many thanks.

rita patrício






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