Although I love graphical models, I suspect that the "potential outcomes approach" is a more proper treatment of causal inference. See
new book by Hernan and Robbins (h/t Michael Sobel).
Key concepts:
* counterfactuals: should be well-defined, but often aren't in the social science literature (e.g. to answer "what is the effect of marriage on
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