Table 5 Statistical Comparison of the relative percentage error in the approximations to glucose effectiveness and insulin sensitivity, produced from the LGMM, NLGMM and Minimal Model
From: Modelling the effects of glucagon during glucose tolerance testing
LGMM | NLGMM | MinMod | ||||||
|---|---|---|---|---|---|---|---|---|
Noise level | Parameter | Median | IQR | Median | IQR | Median | IQR | p-value |
0% | sG | 0 | 1.7362 | -1.2291 | 49.1232 | 0 | 0.0238 | 0.0031 |
sI | 0 | 1.5644 | 10.5997 | 40.3733 | 0 | 0.0091 | < 0.0001 | |
5% | sG | -6.2099 | 30.8770 | -13.2109 | 73.9800 | -5.8340 | 34.3679 | 0.0041 |
sI | -7.7208 | 40.1055 | 16.6060 | 52.5382 | -5.1386 | 38.8835 | < 0.0001 | |
10% | sG | -6.7471 | 44.0449 | -13.6528 | 83.1426 | -3.3342 | 44.1309 | 0.0001 |
sI | -7.1037 | 69.7317 | 12.6253 | 69.7497 | -7.6116 | 71.9373 | < 0.0001 | |