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Gelman writes a useful overview on causality and statistical learning (caveat lector: I have only read through Angrist and Pischke’s book, among the three Gelman mentiones; that one is very well written, but aimed at junior graduate students at best: hence, the book’s tag “an empiricist’s companion” is overselling it; and that has nothing to do with Josh Angrist kindly “advising” me to change my PhD topic/focus, sometime in my beginning graduate years, because ‘nobody serious would be interested in structural modelling’ :-)).