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Comparing Rubin and Pearl’s causal modelling frameworks: a commentary on Markus (2021)

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  • Weinberger, Naftali

Abstract

Markus (2021) argues that the causal modelling frameworks of Pearl and Rubin are not ‘strongly equivalent’, in the sense of saying ‘the same thing in different ways’. Here I rebut Markus’ arguments against strong equivalence. The differences between the frameworks are best illuminated not by appeal to their causal semantics, but rather reflect pragmatic modelling choices.

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  • Weinberger, Naftali, 2023. "Comparing Rubin and Pearl’s causal modelling frameworks: a commentary on Markus (2021)," Economics and Philosophy, Cambridge University Press, vol. 39(3), pages 485-493, November.
    • Handle: RePEc:cup:ecnphi:v:39:y:2023:i:3:p:485-493_7
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