[JackeJR]

Granger's causality is a very restrictive and incomplete view of causality. Pearl's counterfactual system with do calculus is a more general way to think about causality. This SURD appears to be a souped up version of Granger.

[dccsillag]

And the potential outcomes framework (Neyman-Rubin) is even more general :)

Either way, Holland's 'Statistics and Causal Inference' paper (1986) is a nice read on the different frameworks for causality, especially in regards to Granger (&friends) versus do-calculus/Neyman-Rubin.

[throwaway81523]

> Holland's 'Statistics and Causal Inference' paper (1986)

In case anyone else wants to take a look:

https://www.jstor.org/stable/2289064

https://doi.org/10.2307/2289064