The estimation of the causal effect an endogenous treatment based on instrumental variable (IV) is often complicated by non-observability outcome interest due to attrition, sample selection, or survey non-response. To tackle latter problem, latent ignorability (LI) assumption imposes that attrition/sample selection independent conditional compliance type (i.e., how behaves as a function instrum...