Tuesday, June 02, 2009

Statistical problems

"Simple" problem.

I have three possibilities to model a single object. Those models have different number of free-parameters. Reduced Chi^2 and residua are affected by this different amount of free-parameters in a way that systematically larger number of free-parameters, "better" fits, according to these indicators. Unfortunately this is not true, specially if we consider physical meanings.

Can anyone give me some light on that?? :-))))

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2 Comments:

At 9:57 AM, Blogger Miguel V. said...

With enough number of free parameters you can fit an elephant.

In my opinion the important information is not in the fit itself but in its deviations.

 
At 10:58 AM, Blogger Cris Da Rocha said...

But which ones? I need numbers to automatically quantify the best model ... any suggestion?

 

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