Table 1. DeepMR estimates causal effects (CE) accurately with high coverage.
Global CE Accuracy | Global CE Coverage | Local CE CI Coverage | |
---|---|---|---|
Unconfounded | 0.97/0.98 | 1.00/1.00 | 0.87 |
Random | 0.98/0.97 | 1.00/0.96 | 0.81 |
Sequence | 0.97/0.98 | 0.98/0.86 | 0.87 |
Both | 0.78/0.96 | 0.98/0.92 | 0.81 |