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The Design of Global Correlation Quantifiers and Continuous Notions of Statistical Sufficiency

Using first principles from inference, we design a set of functionals for the purposes of ranking joint probability distributions with respect to their correlations. Starting with a general functional, we impose its desired behavior through the Principle of Constant Correlations (PCC), which constra...

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Detalles Bibliográficos
Autores principales: Carrara, Nicholas, Vanslette, Kevin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516831/
https://www.ncbi.nlm.nih.gov/pubmed/33286131
http://dx.doi.org/10.3390/e22030357