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Comparing Rubin and Pearl’s causal modelling frameworks: a commentary on Markus (2021)
Published online by Cambridge University Press: 04 February 2022
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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- © The Author(s), 2022. Published by Cambridge University Press
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