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outbinary
2008 Jan 08
3
GAM, GLM, Logit, infinite or missing values in 'x'
Hi,
I'm running gam (mgcv version 1.3-29) and glm (logit) (stats R 2.61) on
the same models/data, and I got error messages for the gam() model and
warnings for the glm() model.
R-help suggested that the glm() warning messages are due to the model
perfectly predicting binary output. Perhaps the model overfits the data? I
inspected my data and it was not immediately obvious to me (though I