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best way to fit a model

Em Sex 09 Set 2005 15:25, Achim Zeileis escreveu:
I try this. But my doubt now is:

How to justify this kind of analysis? Why dont use any linearized or non 
linear regression to fit this? Something like a log function (I try but is 
not a good function).

Thanks
Ronaldo