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Non-parametric Instrumental Variable (NPIV) Estimation on NPIV fractional Brownian kernel
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0.028
RMSE
Perturbative NPIV
-0.43168
2.67116
5.774
8.87684
May 29, 2026
RMSE
Best Delta (%)
Updated 1d ago
Evaluation Results
Method
Method
Links
RMSE
Best Delta (%)
Perturbative NPIV
beta=1.3, d=204, n=80,...
2026.05
0.028
99.3
Perturbative NPIV
beta=1.0, d=60, n=80,...
2026.05
0.108
93.5
Perturbative NPIV
beta=0.7, d=17, n=80,...
2026.05
0.124
67.5
Perturbative NPIV
beta=1.5, d=464, n=80,...
2026.05
0.136
98.8
Order 0 (Kernel Ridge Regression)
beta=0.5, d=7, n=80
2026.05
0.173
-
Perturbative NPIV
beta=0.5, d=7, n=80, g...
2026.05
0.182
5.2
Order 0 (Kernel Ridge Regression)
beta=0.3, d=3, n=80
2026.05
0.235
-
Perturbative NPIV
beta=0.3, d=3, n=80, g...
2026.05
0.238
1.2
Order 0 (Kernel Ridge Regression)
beta=0.7, d=17, n=80
2026.05
0.382
-
Order 0 (Kernel Ridge Regression)
beta=1.0, d=60, n=80
2026.05
1.654
-
Order 0 (Kernel Ridge Regression)
beta=1.3, d=204, n=80
2026.05
3.766
-
Order 0 (Kernel Ridge Regression)
beta=1.5, d=464, n=80
2026.05
11.52
-
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