Table 2:
Results for the model with interaction variables. For MSD, we report the median with the associated interquartile range (IQR) given in the parentheses. Cases 1 and 2 refer to that the random errors are generated from the N(0,1) and Cauchy distributions, respectively.
| Method | MSD | P1 | P50 | Pa | |
|---|---|---|---|---|---|
| SIS | 686.00(321.25) | 1.00 | 0.00 | 0.00 | |
| SIRI-SIS | 3.00(1.00) | 1.00 | 0.99 | 0.99 | |
| DC-SIS | 50.50(52.25) | 1.00 | 0.39 | 0.39 | |
| Case 1 | MV-SIS | 34.00(73.75) | 1.00 | 0.52 | 0.52 |
| Qa-SIS | 426.00(478.00) | 1.00 | 0.02 | 0.02 | |
| HZ-SIS | 3.00(1.00) | 1.00 | 1.00 | 1.00 | |
| SIS | 575.50(387.00) | 0.78 | 0.03 | 0.01 | |
| SIRI-SIS | 11.00(52.00) | 1.00 | 0.69 | 0.69 | |
| DC-SIS | 167.00(251.25) | 1.00 | 0.12 | 0.12 | |
| Case 2 | MV-SIS | 97.50(158.75) | 1.00 | 0.23 | 0.23 |
| Qa-SIS | 414.50(403.75) | 1.00 | 0.02 | 0.02 | |
| HZ-SIS | 9.50(22.00) | 1.00 | 0.86 | 0.86 | |