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Benchmarks
ATE estimation on LIANG simulation B=2000, p=1000, n=100, T=100
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0.0002
Bias
DARTS
0.000116
0.000683
0.00125
0.001817
May 7, 2026
Bias
Empirical SD
MSE
Median SE
Coverage
RE vs DiM
Updated 26d ago
Evaluation Results
Method
Method
Links
Bias
Empirical SD
MSE
Median SE
Coverage
RE vs DiM
DARTS
B=2000, p=1000, n=100,...
2026.05
0.0002
0.0302
9
0.0285
93.7
0.9573
DiM
B=2000, p=1000, n=100,...
2026.05
0.0003
0.0296
9
0.0294
94.5
1
Oracle
B=2000, p=1000, n=100,...
2026.05
0.0012
0.0153
2
0.0146
94.2
3.7321
Random
B=2000, p=1000, n=100,...
2026.05
0.0023
0.0315
1
0.0293
93.9
0.881
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