Bi-directional MR model estimation on Synthetic Bi-directional MR Scenario S(2,3,7) Direction X -> Y
0.022MSEPReBiM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PReBiMSample Size=10k2024.07 | 0.022 | 0.9 | |
| PReBiMSample Size=2k2024.07 | 0.062 | 0.81 | |
| PReBiMSample Size=5k2024.07 | 0.067 | 0.86 | |
| NAIVESample Size=2k2024.07 | 0.267 | — | |
| sisVIVESample Size=10k2024.07 | 0.307 | 0.17 | |
| sisVIVESample Size=5k2024.07 | 0.311 | 0.2 | |
| sisVIVESample Size=2k2024.07 | 0.316 | 0.16 | |
| NAIVESample Size=5k2024.07 | 0.394 | — | |
| NAIVESample Size=10k2024.07 | 0.424 | — | |
| MR-EggerSample Size=5k2024.07 | 0.509 | — | |
| MR-EggerSample Size=10k2024.07 | 0.546 | — | |
| MR-EggerSample Size=2k2024.07 | 0.702 | — | |
| IV-TETRADSample Size=2k2024.07 | 1.4 | 0.37 | |
| IV-TETRADSample Size=5k2024.07 | 1.479 | 0.32 | |
| IV-TETRADSample Size=10k2024.07 | 1.495 | 0.38 | |
| TSHTSample Size=2k2024.07 | 2.226 | 0.11 | |
| TSHTSample Size=10k2024.07 | 2.37 | 0 | |
| TSHTSample Size=5k2024.07 | 2.396 | 0 |