Causality, Causal Inference, Backdoor, Frontdoor, Instrumental Variable.
instantiating the graphical model in Figure 1. The U components are normally distributed error terms (or inputs from exogenous variables) with mean 0 and SD = 2. For the purpose of the current simulation, I randomly generated 10,000 instances from Model 1 and in the next part, I will estimate the