Bi-directional MR model estimation on Synthetic Bi-directional MR Scenario S(2,4,8) Direction X -> Y
0.013MSEPReBiM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PReBiMSample Size=10k2024.07 | 0.013 | 0.91 | |
| PReBiMSample Size=5k2024.07 | 0.023 | 0.83 | |
| PReBiMSample Size=2k2024.07 | 0.063 | 0.78 | |
| NAIVESample Size=10k2024.07 | 0.463 | — | |
| NAIVESample Size=2k2024.07 | 0.464 | — | |
| NAIVESample Size=5k2024.07 | 0.479 | — | |
| MR-EggerSample Size=10k2024.07 | 0.55 | — | |
| MR-EggerSample Size=2k2024.07 | 0.56 | — | |
| MR-EggerSample Size=5k2024.07 | 0.593 | — | |
| sisVIVESample Size=2k2024.07 | 0.958 | 0.11 | |
| sisVIVESample Size=10k2024.07 | 1.083 | 0.1 | |
| sisVIVESample Size=5k2024.07 | 1.085 | 0.09 | |
| IV-TETRADSample Size=10k2024.07 | 1.753 | 0.28 | |
| IV-TETRADSample Size=5k2024.07 | 1.869 | 0.25 | |
| IV-TETRADSample Size=2k2024.07 | 1.916 | 0.34 | |
| TSHTSample Size=2k2024.07 | 2.467 | 0 | |
| TSHTSample Size=5k2024.07 | 2.476 | 0 | |
| TSHTSample Size=10k2024.07 | 2.494 | 0 |