Causality, Causal Inference, Backdoor, Frontdoor, Instrumental Variable.
perplexing that the causal effect of X and Y can be estimated in so many ways. To examine the agreement of the different methods I ran a series of simulations based on the causal graph from Figure 1. I used the same types of relations as the ones outlined in Model 1, but for each simulation, I