Causal Inference, Instrumental Variable.
causal effect of Z on Y operates solely through T — known as exclusion restriction. Z and Y share no backdoor paths, ensuring unconfoundedness. This third assumption can be made flexible, considering only conditional unconfoundedness, resulting in what we term as a conditional instrument. However,