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Joint Estimation of Multiple Precision Matrices with Common Structures

Estimation of inverse covariance matrices, known as precision matrices, is important in various areas of statistical analysis. In this article, we consider estimation of multiple precision matrices sharing some common structures. In this setting, estimating each precision matrix separately can be su...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Mach Learn Res
Prif Awduron: Lee, Wonyul, Liu, Yufeng
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2015
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4643293/
https://ncbi.nlm.nih.gov/pubmed/26568704
Tagiau: Ychwanegu Tag
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