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A mutual information criterion with applications to canonical correlation analysis and graphical models

This paper derives a criterion for deciding conditional independence that is consistent with small‐sample corrections of Akaike's information criterion but is easier to apply to such problems as selecting variables in canonical correlation analysis and selecting graphical models. The criterion...

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Detalles Bibliográficos
Autores principales: DelSole, Timothy, Tippett, Michael K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8519109/
https://www.ncbi.nlm.nih.gov/pubmed/34691453
http://dx.doi.org/10.1002/sta4.385