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Benchmarks
ATE estimation on LIANG simulation B=2000, p=1000, n=1000, T=100
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0
Bias
DARTS
-0.16
0.92
2
3.08
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=1000...
2026.05
0
0.0075
1
0.0076
95.4
1.2309
Oracle
B=2000, p=1000, n=1000...
2026.05
0
0.0045
0
0.0045
95.3
3.4878
Random
B=2000, p=1000, n=1000...
2026.05
1
0.0085
1
0.0083
94.4
0.9525
DiM
B=2000, p=1000, n=1000...
2026.05
4
0.0083
1
0.0085
95.9
1
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