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Parameter Estimation on Synthetic Data 30% MCAR mechanism
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0.7145
RMSE (Imp)
AV-LR
0.70328
0.779015
0.85475
0.930485
Mar 22, 2026
RMSE (Imp)
RMSE (mu)
Frobenius Norm (Cov)
RMSE (beta)
Updated 26d ago
Evaluation Results
Method
Method
Links
RMSE (Imp)
RMSE (mu)
Frobenius Norm (Cov)
RMSE (beta)
AV-LR
2026.03
0.7145
0.0058
0.072
0.0445
SAEM
2026.03
0.732
0.0064
0.206
0.078
MIWAE
2026.03
0.7385
0.0069
0.218
0.096
IDLGLM
2026.03
0.742
0.0071
0.245
0.105
MICE
2026.03
0.748
0.0074
0.315
0.16
MissForest
2026.03
0.8025
0.0079
0.281
0.285
Mean
2026.03
0.995
0.0083
1.52
0.47
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