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Benchmarks
ATE estimation on LIANG simulation B=2000, p=100, n=100, T=100
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0.0001
ATE Bias
Oracle
0.00008
0.000215
0.00035
0.000485
May 7, 2026
ATE Bias
Emp SD
MSE
Median SE
Coverage
RE vs DiM
Updated 26d ago
Evaluation Results
Method
Method
Links
ATE Bias
Emp SD
MSE
Median SE
Coverage
RE vs DiM
Oracle
B=2000, p=100, n=100,...
2026.05
0.0001
0.0153
0.0002
0.0146
0.937
4.0421
Random
B=2000, p=100, n=100,...
2026.05
0.0002
0.029
0.0008
0.027
0.933
1.1323
DiM
B=2000, p=100, n=100,...
2026.05
0.0004
0.0308
0.0009
0.0294
0.933
1
DARTS
B=2000, p=100, n=100,...
2026.05
0.0006
0.0218
0.0005
0.0208
0.939
1.9918
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