Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable

Baoluo Sun, Yifan Cui, Eric Tchetgen Tchetgen

Instrumental variable methods have been widely used to identify causal effects in the presence of unmeasured confounding. A key identification condition known as the exclusion rest…