TABLE 5.
Reduced model |
Individual model |
RIM |
MIM |
|||||
---|---|---|---|---|---|---|---|---|
P1 | P2 | P1 | P2 | P1 | P2 | P1 | P2 | |
Scenario 1 | ||||||||
Mean | 32.58 | 32.53 | 32.73 | 32.40 | ||||
RMSE | 10.71 | 10.79 | 10.78 | 10.89 | ||||
5% quantile | 9.00 | 9.00 | 9.00 | 9.00 | ||||
95% quantile | 48.00 | 48.00 | 48.00 | 48.00 | ||||
9.49 | 9.38 | 9.50 | 9.37 | |||||
Power | 81.70 | 81.80 | 81.70 | 81.90 | ||||
Scenario 2 | ||||||||
Mean | 34.82 | 34.87 | 34.88 | 34.68 | ||||
RMSE | 2.80 | 2.66 | 2.68 | 2.57 | ||||
5% quantile | 31.00 | 31.00 | 31.00 | 31.00 | ||||
95% quantile | 39.00 | 39.00 | 39.00 | 39.00 | ||||
1.04 | 0.99 | 1.04 | 0.99 | |||||
Power | 100.00 | 100.00 | 100.00 | 100.00 | ||||
Scenario 3 | ||||||||
Mean | 21.67 | 38.38 | 23.70 | 36.70 | 22.22 | 37.82 | 24.70 | 34.89 |
RMSE | 4.20 | 4.17 | 2.03 | 2.02 | 4.29 | 4.25 | 1.35 | 1.38 |
5% quantile | 17.00 | 35.00 | 22.00 | 34.00 | 17.00 | 32.00 | 23.00 | 33.00 |
95% quantile | 25.00 | 42.00 | 26.00 | 38.00 | 28.00 | 42.00 | 27.00 | 37.00 |
0.27 | 0.18 | 0.28 | 0.19 | |||||
Power | 100.00 | 100.00 | 100.00 | 100.00 | ||||
Scenario 4 | ||||||||
Mean | 34.03 | 46.22 | 33.56 | 46.70 | 34.13 | 46.09 | 32.29 | 44.44 |
RMSE | 5.36 | 5.50 | 5.26 | 5.47 | 5.51 | 5.55 | 6.47 | 3.72 |
5% quantile | 24.50 | 41.00 | 24.00 | 41.00 | 24.00 | 41.00 | 21.00 | 41.00 |
95% quantile | 39.00 | 56.50 | 39.00 | 57.00 | 39.00 | 57.00 | 39.00 | 52.00 |
1.21 | 0.93 | 1.23 | 1.04 | |||||
Power | 99.20 | 99.40 | 99.60 | 100.00 |