aic {PrInCE} | R Documentation |
Calculate the AIC, corrected AIC, or BIC for a curve fit with a Gaussian mixture model by nonlinear least squares optimization. This function permits the calculation of the AIC/AICc/BIC after rejecting some Gaussians in the model, for example because their centres are outside the bounds of the profile.
gaussian_aic(coefs, chromatogram) gaussian_aicc(coefs, chromatogram) gaussian_bic(coefs, chromatogram)
coefs |
the coefficients of the Gaussian mixture model, output by
|
chromatogram |
the raw elution profile |
the AIC, corrected AIC, or BIC of the fit model