Table 3.
Generalised Propensity Score Analysis | Generalised prognostic score analysis | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Subclassification | Full Matching | Effect Modifier Included | Effect Modifier (Wrongfully) Ignored | |||||||||
Subclassification | Full Matching | Subclassification | Full Matching | |||||||||
Bias | MSE | Bias | MSE | Bias | MSE | Bias | MSE | Bias | MSE | Bias | MSE | |
(SD) | ×1000 | (SD) | ×1000 | (SD) | ×1000 | (SD) | ×1000 | (SD) | ×1000 | (SD) | ×1000 | |
ATEB,A | −0.009 | 0.5702 | 0.000 | 0.8103 | −0.005 | 0.4787 | −0.002 | 0.6485 | −0.005 | 0.4742 | −0.001 | 0.6368 |
(0.022) | (0.028) | (0.021) | (0.025) | (0.021) | (0.025) | |||||||
ATEC,A | −0.006 | 0.9832 | 0.000 | 1.4841 | −0.004 | 0.7793 | 0.001 | 1.2774 | −0.001 | 0.7520 | 0.005 | 1.3421 |
(0.031) | (0.039) | (0.028) | (0.036) | (0.027) | (0.036) | |||||||
ATEB,C | −0.002 | 0.9811 | 0.000 | 1.6842 | −0.001 | 0.7598 | −0.003 | 1.4801 | −0.004 | 0.7625 | −0.006 | 1.5943 |
(0.031) | (0.041) | (0.028) | (0.038) | (0.027) | (0.039) | |||||||
ATTB,A | −0.025 | 1.0852 | −0.012 | 0.9704 | −0.009 | 0.4608 | 0.000 | 0.5505 | −0.009 | 0.4541 | 0.000 | 0.5192 |
(0.022) | (0.029) | (0.020) | (0.023) | (0.019) | (0.023) | |||||||
ATTC,A | 0.001 | 0.9042 | 0.016 | 1.6300 | −0.009 | 0.8740 | −0.001 | 0.9912 | −0.009 | 0.8486 | 0.000 | 1.0268 |
(0.030) | (0.037) | (0.028) | (0.031) | (0.028) | (0.032) | |||||||
ATTB,C * | ‐ | ‐ | ‐ | ‐ | ‐ | ‐ | ‐ | ‐ | ‐ | ‐ | ‐ | ‐ |
ATRB,A | −0.009 | 0.5702 | 0.000 | 0.8103 | −0.005 | 0.4787 | −0.002 | 0.6485 | −0.005 | 0.4742 | −0.001 | 0.6368 |
(0.022) | (0.028) | (0.021) | (0.025) | (0.021) | (0.025) | |||||||
ATRC,A | −0.006 | 0.9832 | 0.000 | 1.4841 | −0.004 | 0.7793 | 0.001 | 1.2774 | −0.001 | 0.7520 | 0.005 | 1.3421 |
(0.031) | (0.039) | (0.028) | (0.036) | (0.027) | (0.036) | |||||||
ATRB,C | −0.002 | 0.9811 | 0.000 | 1.6842 | −0.001 | 0.7598 | −0.003 | 1.4801 | −0.004 | 0.7625 | −0.006 | 1.5943 |
(0.031) | (0.041) | (0.028) | (0.038) | (0.027) | (0.039) |
Due to nontransitivity, ATTB,C was not estimated.