KIV regression converges in strong L2 norm and attains minimax optimal rates over smoothness classes, with improved rates from general spectral regularization in stage one.
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Nonparametric Instrumental Regression via Kernel Methods is Minimax Optimal
KIV regression converges in strong L2 norm and attains minimax optimal rates over smoothness classes, with improved rates from general spectral regularization in stage one.