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Accelerating Causal Inference and Feature Selection Methods through G-Test Computation Reuse

This article presents a novel and remarkably efficient method of computing the statistical G-test made possible by exploiting a connection with the fundamental elements of information theory: by writing the G statistic as a sum of joint entropy terms, its computation is decomposed into easily reusab...

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Detalles Bibliográficos
Autores principales: Băncioiu, Camil, Brad, Remus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8619989/
https://www.ncbi.nlm.nih.gov/pubmed/34828198
http://dx.doi.org/10.3390/e23111501