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SOTA Non-parametric Instrumental Variable (NPIV) Estimation benchmarks and papers with code | Wizwand
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Non-parametric Instrumental Variable (NPIV) Estimation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
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Results
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NPIV fractional Brownian kernel
Perturbative NPIV
RMSE
0.028
12
1d ago
NPIV RBF kernel
Order 0 (Kernel Ridge Regression)
RMSE
0.289
12
1d ago
NPIV Deep IV setup
Deep IV
RMSE
0.078
6
1d ago
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