Model | Description | Statistical model | Overall RMSE | Lower RMSE | Middle RMSE | Upper RMSE | Obese RMSE | Non-obese RMSE | T2D RMSE | Non-T2D RMSE |
---|---|---|---|---|---|---|---|---|---|---|
Mean | Benchmark | Constant model | 0.1980 | 0.9164 | 0.5756 | 0.1372 | 0.2111 | 0.1602 | 0.2143 | 0.1756 |
GLM family (Gaussian) | Best model using overall CLDQ-NASH score as independent variables | GLM with gaussian family and power link (power -0.3), cubic splines with 3 knots | 0.1455 | 0.7644 | 0.3517 | 0.1146 | 0.1505 | 0.1318 | 0.1583 | 0.1249 |
Fractional logistic | Best model using the CLDQ-NASH domains as independent variables | Fractional logistic, cubic splines with 3 knots | 0.1452 | 0.7698 | 0.3477 | 0.1149 | 0.1533 | 0.1221 | 0.1585 | 0.1242 |