Table 5. Result of scenario 1, a simulation setting that mimics the realistic data, i.e. Subset-BRD dataset.
P0 | RMSE() | bias() | P1 | RMSE() | bias() | OR | RMSE() | bias() | |
---|---|---|---|---|---|---|---|---|---|
True | 0.5931 | 0.5007 | 0.6890 | ||||||
UOM | 0.6462 | 0.0557 | 0.0530 | 0.4711 | 0.0308 | -0.0296 | 0.4902 | 0.2039 | -0.1988 |
MOM | 0.6464 | 0.0559 | 0.0533 | 0.4708 | 0.0311 | -0.0298 | 0.4893 | 0.2048 | -0.1998 |
IPW | 0.5904 | 0.0284 | -0.0027 | 0.4998 | 0.0098 | -0.0009 | 0.6980 | 0.0792 | 0.0089 |
ICPW | 0.5901 | 0.0285 | -0.0030 | 0.5030 | 0.0105 | 0.0023 | 0.7081 | 0.0825 | 0.0191 |
DR-IPW | 0.5909 | 0.0228 | -0.0022 | 0.5025 | 0.0094 | 0.0018 | 0.7030 | 0.0681 | 0.0140 |
DR-ICPW | 0.5901 | 0.0230 | -0.0030 | 0.5028 | 0.0097 | 0.0021 | 0.7064 | 0.0698 | 0.0174 |