Testing the Validity of Instrumental Variable Sets in Causal Additive Models with Non-Constant Effects

Xichen Guo, Feng Xie, Bingbing Tang +5

Instrumental variable (IV) methods are powerful for causal effect estimation with unmeasured confounding, but in practice researchers often face a set of candidate IVs whose validi…