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Use of Wishart Prior and Simple Extensions for Sparse Precision Matrix Estimation

A conjugate Wishart prior is used to present a simple and rapid procedure for computing the analytic posterior (mode and uncertainty) of the precision matrix elements of a Gaussian distribution. An interpretation of covariance estimates in terms of eigenvalues is presented, along with a simple decis...

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Detalles Bibliográficos
Autores principales: Kuismin, Markku, Sillanpää, Mikko J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4734711/
https://www.ncbi.nlm.nih.gov/pubmed/26828427
http://dx.doi.org/10.1371/journal.pone.0148171