Causal Parameter Estimation on DGP-2 (n=5000)
-0.004Gamma 1 BiasSEM-Kernel
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SEM-Kerneld=1002025.11 | -0.004 | 0.178 | 0.178 | -0.009 | 0.176 | 0.176 | |
| SEM-Kerneld=10002025.11 | 0.002 | 0.178 | 0.178 | -0.004 | 0.184 | 0.184 | |
| Single-Kerneld=10002025.11 | 0.322 | 0.127 | 0.346 | -0.244 | 0.114 | 0.269 | |
| Single-Kerneld=1002025.11 | 0.327 | 0.127 | 0.351 | -0.248 | 0.115 | 0.273 | |
| SEM-PABd=10002025.11 | 1.212 | 0.205 | 1.23 | 0.359 | 0.294 | 0.464 | |
| SEM-PABd=1002025.11 | 1.213 | 0.242 | 1.236 | 0.333 | 0.337 | 0.474 |