allensdk.internal.model.AIC module¶

allensdk.internal.model.AIC.AIC(RSS, k, n)[source]¶: Computes the Akaike Information Criterion.

RSS-residual sum of squares of the fitting errors. k - number of fitted parameters. n - number of observations.

allensdk.internal.model.AIC.AICc(RSS, k, n)[source]¶: Corrected AIC. formula from Wikipedia.

allensdk.internal.model.AIC.BIC(RSS, k, n)[source]¶: Bayesian information criterion or Schwartz information criterion. Formula from wikipedia.