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This note aims to assist applied econometricians in understanding the tools of causal inference and to extend those discussed in Nick Huntington-Klein's review of  The Book of Why .

Comments on Nick Huntington–Klein's review ‘Pearl before economists: The Book of Why and empirical economics’