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Benchmarks
ATE estimation on LINEAR simulation (B=1000, p=100, n=100, T=100)
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0.0008
Bias
Random
0.00066
0.001605
0.00255
0.003495
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
Random
B=1000, p=100, n=100,...
2026.05
0.0008
0.1718
0.0295
0.1736
95.7
1.1413
Oracle
B=1000, p=100, n=100,...
2026.05
0.0012
0.0465
0.0022
0.0442
93.4
15.5885
DARTS
B=1000, p=100, n=100,...
2026.05
0.0026
0.1704
0.029
0.161
94.4
1.1606
DiM
B=1000, p=100, n=100,...
2026.05
0.0043
0.1835
0.0337
0.1824
95.2
1
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