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Non-parametric instrumental variable regression on Weak IV ρ = 0.3
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0.289
RMSE
DeepIV
0.21396
0.72048
1.227
1.73352
May 29, 2026
RMSE
Updated 1d ago
Evaluation Results
Method
Method
Links
RMSE
DeepIV
2026.05
0.289
DeepIV
2026.05
0.289
Perturbative NPIV
kernel=fractional Brow...
2026.05
0.339
Best Pert.
selection_criteria=bes...
2026.05
0.339
Standard Kernel Ridge IV (Order 0)
kernel=fractional Brow...
2026.05
2.165
Order 0
Description=standard k...
2026.05
2.165
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