Instrumental variables: A non-asymptotic viewpoint

Eric Xia, Martin J. Wainwright, Whitney Newey

We provide a non-asymptotic analysis of the linear instrumental variable estimator allowing for the presence of exogeneous covariates. In addition, we introduce a novel measure of…