Nonparametric Instrumental Regression via Kernel Methods is Minimax Optimal

Dimitri Meunier, Zhu Li, Tim Christensen +1

We study the kernel instrumental variable (KIV) algorithm, a kernel-based two-stage least-squares method for nonparametric instrumental variable regression. We provide a convergenc…