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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

  LGMMNLGMMMinMod 
Noise levelParameterMedianIQRMedianIQRMedianIQRp-value
0%sG01.7362-1.229149.123200.02380.0031
 sI01.564410.599740.373300.0091< 0.0001
5%sG-6.209930.8770-13.210973.9800-5.834034.36790.0041
 sI-7.720840.105516.606052.5382-5.138638.8835< 0.0001
10%sG-6.747144.0449-13.652883.1426-3.334244.13090.0001
 sI-7.103769.731712.625369.7497-7.611671.9373< 0.0001
  1. The medians of each dataset and the interquartile range (IQR) are presented here and the p-values produced from the Kruskal-Wallis test at the 95% confidence level that tests if the data from each model is obtained from the same distribution