Treatment Effect Estimation on TWINS
0Mean EffectDirect Difference
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Direct DifferenceTime (s)=4.86e-042024.09 | 0 | 0 | 0 | 0 | |
| Propensity StratificationTime (s)=3.09e-032024.09 | 0 | 0 | 0 | 0.0001 | |
| Regression DiscontinuityTime (s)=1.11e-032024.09 | 0 | 0 | 0 | 0.0001 | |
| Horvitz-ThompsonTime (s)=4.65e-042024.09 | 0.0001 | 0 | 0 | 0.0001 | |
| Off-policyTime (s)=1.24e+012024.09 | 0.0087 | 0.0006 | 0.0026 | 0.0089 | |
| Double-DoubleTime (s)=2.46e+012024.09 | 0.01 | 0.0005 | 0.0027 | 0.0101 | |
| Doubly RobustTime (s)=2.10e+012024.09 | 0.0189 | 0.0002 | 0.0013 | 0.0054 | |
| Direct PredictionTime (s)=1.26e+012024.09 | 0.153 | 0.0201 | 0.0836 | 0.224 | |
| Adjusted DirectTime (s)=1.22e+012024.09 | 0.173 | 0.0013 | 0.0045 | 0.0279 | |
| OffsetNetTime (s)=1.61e+012024.09 | 1.19 | 0.0278 | 0.0862 | 0.583 | |
| TMLETime (s)=2.48e+012024.09 | 2.66 | 0.026 | 0.105 | 0.287 | |
| TARNetTime (s)=9.54e+002024.09 | 4.06 | 0.0486 | 0.166 | 0.802 | |
| RANetTime (s)=1.72e+012024.09 | 10.4 | 0.102 | 0.573 | 4.25 | |
| TNetTime (s)=1.01e+012024.09 | 21.6 | 0.0308 | 0.249 | 0.905 | |
| FlexTENetTime (s)=2.04e+012024.09 | 93.6 | 0.18 | 1.68 | 12.2 |