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Benchmarks
ATE estimation on LIANG simulation B=20000, p=100, n=1000, T=100
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0
Bias
DARTS
-0.12
0.69
1.5
2.31
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=20000, p=100, n=1000...
2026.05
0
0.0049
0
0.0047
94
3.2967
Oracle
B=20000, p=100, n=1000...
2026.05
1
0.0045
0
0.0045
95.2
3.9257
DiM
B=20000, p=100, n=1000...
2026.05
2
0.0089
1
0.0085
94.8
1
Random
B=20000, p=100, n=1000...
2026.05
3
0.0045
0
0.0047
95.3
3.8763
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