Table 2 Traditional, two level and three level empty random components models for MCU
Parameter | Model 0 (Traditional) | Model 1 (PSU) | Model 2 (Region) | Model 3 (PSU and Region) |
|---|---|---|---|---|
\({\updelta }_{\mathrm{u}0}^{2}\)(Variance \({\mathrm{u}}_{0\mathrm{j}}\)) | - | 0.74 (0.308; 0.566) | 0.47 (0.308; 0.566) | |
\({\updelta }_{\mathrm{u}1}^{2}\)(Variance \({\mathrm{u}}_{0\mathrm{k}}\)) | - | 0.35 (0.22; 564) | 0.39 (0.267; 0.849) | |
ICC(Region) | - | 0.10 (0.063; 0.146) | 0.09 (0.058;147) | |
ICC(PSU) | - | 0.18 (0.149; 0.224) | 0.21 (0.160; 0.261) | |
AIC | 7330.46 | 6885.68 | 6961.31 | 6793.76 |
BIC | 7337.011 | 6898.78 | 6974.41 | 6813.41 |
Loglikelihood | -3664.23 | -3440.84 | -3478.66 | -3393.88 |