Aic information criterion matlab

 

 

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I am using the Curve Fitting Toolbox of Matlab to fit some non-linear models to I read that I have to use the Akaike Information Criterion (AIC) and the Since information criteria penalize models with additional parameters, parsimony is the basis of the AIC and BIC model order selection criteria. function aic = AIC(SS,N,K) %AIC Akaike's Information Criterion for curve-fitting model Computes and returns the corrected AIC score for the model. CosanlabToolbox/Matlab/Stats/penalizedmodelfit.m 'metric': Followed by type of metric to output: Akaike Information Criterion ('AIC'; default).Akaike's Information Criterion (AIC) provides a measure of model quality obtained by simulating the situation where the model is tested on a different data set.

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