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Constraint-based causal discovery with mixed data

We address the problem of constraint-based causal discovery with mixed data types, such as (but not limited to) continuous, binary, multinomial, and ordinal variables. We use likelihood-ratio tests based on appropriate regression models and show how to derive symmetric conditional independence tests...

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Bibliographic Details
Published in:Int J Data Sci Anal
Main Authors: Tsagris, Michail, Borboudakis, Giorgos, Lagani, Vincenzo, Tsamardinos, Ioannis
Format: Artigo
Language:Inglês
Published: Springer International Publishing 2018
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6428307/
https://ncbi.nlm.nih.gov/pubmed/30957008
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s41060-018-0097-y
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