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Non-parametric instrumental variable regression on Weak IV ρ = 0.1
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0.28
RMSE
Perturbative NPIV
0.18004
0.85477
1.5295
2.20423
May 29, 2026
RMSE
Updated 1d ago
Evaluation Results
Method
Method
Links
RMSE
Perturbative NPIV
kernel=fractional Brow...
2026.05
0.28
Best Pert.
selection_criteria=bes...
2026.05
0.28
DeepIV
2026.05
0.347
DeepIV
2026.05
0.347
Standard Kernel Ridge IV (Order 0)
kernel=fractional Brow...
2026.05
2.779
Order 0
Description=standard k...
2026.05
2.779
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