Causal Effect Estimation with Learned Instrument Representations

Frances Dean, Jenna Fields, Radhika Bhalerao +2

Instrumental variable (IV) methods mitigate bias from unobserved confounding in observational causal inference but rely on the availability of a valid instrument, which can often b…