I have been thinking a lot about causality lately, and as a result I’ve come up with a common way to think of many different methods of causal inference that often seem to be used in science. This is probably not very novel, but I asked around whether it had a standard term, and I couldn’t find any, so I decided to write it up. I’ve personally found this model helpful, as I think it sheds light on what the limitations of these methods are, and so I thought I would write about it.
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