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Causal effect estimation on CausalSim-Diabetes
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100
Sign Correct
SVAR-FM
-4
23
50
77
May 11, 2026
Sign Correct
Estimate
True Value
Bias Reduction
Absolute Bias
RMSE
Updated 21d ago
Evaluation Results
Method
Method
Links
Sign Correct
Estimate
True Value
Bias Reduction
Absolute Bias
RMSE
SVAR-FM
2026.05
100
1,922
3,000
87
-
-
Granger
seeds=20
2026.05
100
-
-
-
2,365
2,367
VARLiNGAM
seeds=20
2026.05
100
-
-
-
2,741
2,744
SVAR-FM
seeds=20
2026.05
100
-
-
-
1,078
1,104
OLS
Data source=observational
2026.05
0
5,525
3,000
-
-
-
PCMCI
Data source=observational
2026.05
0
182
3,000
-
-
-
OLS
seeds=20
2026.05
0
-
-
-
8,525
8,527
PCMCI
seeds=20
2026.05
0
-
-
-
3,182
3,182
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