Table 4 Values of the AIC, modified AIC and BIC computed from the model simulations in the two examples used to validate the LGMM and NLGMM
From: Modelling the effects of glucagon during glucose tolerance testing
Test type | Model | AIC | AICc | BIC |
|---|---|---|---|---|
IM-IVGTT | LGMM | 552.67 | 558.06 | 325.13 |
NLGMM | 683.07 | 689.57 | 457.64 | |
GC-IM-IVGTT | LGMM | 680.50 | 680.70 | 423.77 |
NLGMM | 691.62 | 691.82 | 434.89 | |
Insulin infusion (Control group) | LGMM | 277.70 | 286.87 | 168.82 |
NLGMM | 276.19 | 287.68 | 168.87 | |
Insulin infusion (Diabetic group) | LGMM | 262.84 | 273.85 | 170.73 |
NLGMM | 268.40 | 279.93 | 177.72 |