Table 2 Comparison of Model Performance
EQ-5D-5L | EQ-5D-3L | |||||
|---|---|---|---|---|---|---|
Random effect | Beta binomial | LVDMa | Random effect | Beta binomial | LVDMa | |
R2 | 72 % | 75 % | 70 % | 67 % | 69 % | 67 % |
AIC | -365.3 | -485.3 | -383.2 | -291.4 | -385.4 | -189.1 |
RMSE | 0.152 | 0.092 | 0.153 | 0.183 | 0.113 | 0.179 |
MAE | 0.114 | 0.075 | 0.115 | 0.141 | 0.099 | 0.139 |
Predicted Mean (SD) | 0.577 (0.241) | 0.575 (0.211) | 0.569 (0.217) | 0.523 (0.252) | 0.518 (0.183) | 0.532 (0.252) |
Observed Mean (SD) | 0.572 (0.224) | 0.572 (0.224) | 0.572 (0.224) | 0.515 (0.308) | 0.515 (0.308) | 0.515 (0.308) |
%predicted outside range | <1 % | 0 | 0 | <1 % | 0 | 0 |
Predicted within ±5 % | 19 % | 29 % | 20 % | 19 % | 21 % | 20 % |
Predicted within ±5 % | 38 % | 59 % | 42 % | 37 % | 47 % | 35 % |