ATE Estimation on Liang DGP (T=200, n=1000, p=100, B=2000, variable costs) 1.0 (test)
4.0003Mean ATEDiM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DiMOracle status=false, Number of batches (T)=200, Number of units (n)=1000, Number of covariates (p)=100, Budget (B)=2000, Cost distribution (cj)=Uniform(0, 2), MC replications=10002026.05 | 4.0003 | 3 | 0.0058 | 0.0059 | 0.023 | 1 | |
| Oracle MADCovarOracle status=true, Number of batches (T)=200, Number of units (n)=1000, Number of covariates (p)=100, Budget (B)=2000, Cost distribution (cj)=Uniform(0, 2), MC replications=10002026.05 | 4.0001 | 1 | 0.0032 | 0.0031 | 0.0122 | 1.812 | |
| ARMMOracle status=false, Number of batches (T)=200, Number of units (n)=1000, Number of covariates (p)=100, Budget (B)=2000, Cost distribution (cj)=Uniform(0, 2), MC replications=10002026.05 | 4 | 0 | 0.0057 | 0.0056 | 0.0221 | 1.018 | |
| MADCovarOracle status=false, Number of batches (T)=200, Number of units (n)=1000, Number of covariates (p)=100, Budget (B)=2000, Cost distribution (cj)=Uniform(0, 2), MC replications=10002026.05 | 4 | 0 | 0.0056 | 0.0056 | 0.0219 | 1.036 | |
| Oracle DARTSOracle status=true, Number of batches (T)=200, Number of units (n)=1000, Number of covariates (p)=100, Budget (B)=2000, Cost distribution (cj)=Uniform(0, 2), MC replications=10002026.05 | 3.9999 | 1 | 0.0032 | 0.0032 | 0.0125 | 1.812 | |
| Oracle ARMMOracle status=true, Number of batches (T)=200, Number of units (n)=1000, Number of covariates (p)=100, Budget (B)=2000, Cost distribution (cj)=Uniform(0, 2), MC replications=10002026.05 | 3.9999 | 1 | 0.0032 | 0.0032 | 0.0125 | 1.812 | |
| DARTSOracle status=false, Number of batches (T)=200, Number of units (n)=1000, Number of covariates (p)=100, Budget (B)=2000, Cost distribution (cj)=Uniform(0, 2), MC replications=10002026.05 | 3.9998 | 2 | 0.0041 | 0.0041 | 0.0162 | 1.415 |