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Generalized Score Functions for Causal Discovery

Discovery of causal relationships from observational data is a fundamental problem. Roughly speaking, there are two types of methods for causal discovery, constraint-based ones and score-based ones. Score-based methods avoid the multiple testing problem and enjoy certain advantages compared to const...

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Bibliografske podrobnosti
izdano v:KDD
Main Authors: Huang, Biwei, Zhang, Kun, Lin, Yizhu, Schölkopf, Bernhard, Glymour, Clark
Format: Artigo
Jezik:Inglês
Izdano: 2018
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6123020/
https://ncbi.nlm.nih.gov/pubmed/30191079
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/3219819.3220104
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