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Non-parametric instrumental variable regression on Sparse d = 50
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0.56
RMSE
Perturbative NPIV
0.02908
3.61279
7.1965
10.78021
May 29, 2026
RMSE
Updated 1d ago
Evaluation Results
Method
Method
Links
RMSE
Perturbative NPIV
kernel=fractional Brow...
2026.05
0.56
Best Pert.
selection_criteria=bes...
2026.05
0.56
DeepIV
2026.05
0.586
DeepIV
2026.05
0.586
Standard Kernel Ridge IV (Order 0)
kernel=fractional Brow...
2026.05
13.833
Order 0
Description=standard k...
2026.05
13.833
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