Causality 1: What are three causal models

Causality: there are always three ways to explain causality when we see two correlated variables. (This is a more sophisticated view of the "correlation is not causation" expression.) What are these three ways? How can we distinguish between these three?

Keywords: causality, causal models, correlation versus causation