[R] GAM and AIC: How can I do??? please
ronggui
042045003 at fudan.edu.cn
Mon Oct 24 04:09:30 CEST 2005
======= 2005-10-24 09:55:32 ÄúÔÚÀ´ÐÅÖÐдµÀ£º=======
>
> Hello, I'm a Korean researcher who have been started to learn the "R"
> package.
>
> I want to make gam model and AIC value of the model to compare several
> models.
>
> I did the GAM model, but there were error for AIC.
>
> SO, how can I do? pleas help me!!!
>
>
>
> I did like below;
>
>
> > a.fit <- gam(pi~ s(t1r), family = gaussian(link="log"))
> > summary(a.fit)
>
>
> Family: gaussian
> Link function: log
>
> Formula:
> pi ~ s(t1r)
>
> Parametric coefficients:
> Estimate std. err. t ratio Pr(>|t|)
> constant 0.093105 0.005238 17.77 < 2.22e-16
>
> Approximate significance of smooth terms:
> edf chi.sq p-value
> s(t1r) 1.833 24.153 0.00014213
>
> R-sq.(adj) = 0.435 Deviance explained = 47.1%
> GCV score = 0.0010938 Scale est. = 0.00099053 n = 30
are you using the mgcv package?
if you are,just use a.fit$aic to get the aic.
> > AIC(a.fit)
> Error in logLik(object) : no applicable method for "logLik"
>
>
> Eun A Kim, MD, MPH, Ph.D
> Senior Researcher
> Occupational safety and Health Research Institute
> Korea Occupational Safety and Health Agency
> TEL : +82-32-510-0910, FAX: +82-32-518-0862
> Address: 34-4 Gusan-dong, Bupyung-Gu, Incheon city, 430-711, Republic
> of Korea
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2005-10-24
------
Deparment of Sociology
Fudan University
My new mail addres is ronggui.huang at gmail.com
Blog:http://sociology.yculblog.com
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