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The Sampling Distribution of the Total Correlation for Multivariate Gaussian Random Variables

The sampling distribution of the total correlation (TC) for a d-dimensional standardized multivariate Gaussian random variable with an identity covariance matrix is derived. It is shown to be the distribution of a sum of generalized beta random variables. It is also shown that, for large dimension a...

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Detalles Bibliográficos
Autores principales: Rowe, Taylor, Day, Troy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514253/
http://dx.doi.org/10.3390/e21100921