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Benchmarks
ATE estimation on LIANG simulation B=2000, p=100, n=1000, T=100
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0
Bias
DARTS
-0.2
1.15
2.5
3.85
May 7, 2026
Bias
Empirical SD
MSE
Median SE
Coverage
Relative Error vs DiM
Updated 26d ago
Evaluation Results
Method
Method
Links
Bias
Empirical SD
MSE
Median SE
Coverage
Relative Error vs DiM
DARTS
B=2000, p=100, n=1000,...
2026.05
0
0.0057
0
0.0057
95.6
2.3177
Random
B=2000, p=100, n=1000,...
2026.05
1
0.0075
1
0.0077
96
1.3261
Oracle
B=2000, p=100, n=1000,...
2026.05
1
0.0045
0
0.0045
94.8
3.6377
DiM
B=2000, p=100, n=1000,...
2026.05
5
0.0086
1
0.0085
94.6
1
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