6.2 Causal Diagrams
History
- Developed by Judea Pearl (1990s)
- Wanted artificial intelligence to understand causality
A causal diagram is a representation of a DGP including
- the variables in the DGP (each represented as a node)
- the causal relationships in the DGP (each represented by an arrow from the cause variable to the caused variable)