Causal Evaluation on Frugal DGP5
0.32SWDX (Lin)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| X (Lin)Simulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Posterior2025.09 | 0.32 | 0.064 | |
| X (GBT)Simulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Posterior2025.09 | 0.32 | 0.04 | |
| DML (Lin)Simulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Posterior2025.09 | 0.32 | 0.178 | |
| DML (GBT)Simulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Posterior2025.09 | 0.32 | 1.876 | |
| DR (Lin)Simulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Posterior2025.09 | 0.32 | 1,249.37 | |
| BARTSimulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Posterior2025.09 | 0.32 | 0.052 | |
| TMLESimulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Posterior2025.09 | 0.32 | 0.789 | |
| X (Lin)Simulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Prior2025.09 | 2.68 | 0.064 | |
| X (GBT)Simulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Prior2025.09 | 2.68 | 0.04 | |
| DML (Lin)Simulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Prior2025.09 | 2.68 | 0.319 | |
| DML (GBT)Simulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Prior2025.09 | 2.68 | 2.172 | |
| DR (Lin)Simulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Prior2025.09 | 2.68 | 1,249.36 | |
| BARTSimulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Prior2025.09 | 2.68 | 0.052 | |
| TMLESimulator=FrugalFlows Sim5, DGP Param(s)=θ = {τ}, Evaluation Distribution=Prior2025.09 | 2.68 | 0.79 |