Review of Causal Discovery Methods Based on Graphical Models

A fundamental task in various disciplines of science, including biology, is to find underlying causal relations and make use of them. Causal relations can be seen if interventions are properly applied; however, in many cases they are difficult or even impossible to conduct. It is then necessary to d...

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Bibliographic Details
Main Authors: Clark Glymour, Kun Zhang, Peter Spirtes
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-06-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2019.00524/full