Nonparametric Jackknife Instrumental Variable Estimation and Confounding Robust Surrogate Indices

Aurélien Bibaut, Nathan Kallus, Apoorva Lal

Jackknife instrumental variable estimation (JIVE) is a classic method to leverage many weak instrumental variables (IVs) to estimate linear structural models, overcoming the bias o…