Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
a function of its direct causes and an extra random variable for modelling factors that are absent from the diagram, either because they are unknown, intentionally omitted, or unobservable. Each function has its “own” extra random variable, and these random variables are independent of each other.