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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