Nonparametric Instrumental Variable Regression through Stochastic Approximate Gradients

Yuri Fonseca, Caio Peixoto, Yuri Saporito

Instrumental variables (IVs) provide a powerful strategy for identifying causal effects in the presence of unobservable confounders. Within the nonparametric setting (NPIV), recent…