[R] GAM and AIC: How can I do??? please

Simon Wood sw283 at maths.bath.ac.uk
Tue Oct 25 11:01:10 CEST 2005


Please send R and mgcv version numbers, as I can't replicate this
problem. best, Simon


>
>    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
>
>    > 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
>    Home Fax +82-(303)3111-0573
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>    ch&key=bd02e77f5ec97f754394e2adff337f11]
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