Causal Inference, Instrumental Variable.
we delve deeper, consider this causal graph: Where: T = treatment Y = target variable In this graph, there’s an unobserved confounder denoted as U, creating a backdoor path that hinders our capacity to estimate the Average Treatment Effect (ATE) of T on Y. The absence of backdoor or frontdoor