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Quantifying causal influences

Published in The Annals of Statistics • Oct 1, 2013
Authors:
Dominik Janzing
,
David Balduzzi
,
Moritz Grosse‐Wentrup

Abstract

Many methods for causal inference generate directed acyclic graphs (DAGs) that formalize causal relations between $n$ variables. Given the joint distribution on all these variables, the DAG contains all information about how intervening on one variable changes the distribution of the other $n-1$ var...

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