A stronger version of matrix convexity as applied to functions of Hermitian matrices

<p/> <p>A stronger version of matrix convexity, called hyperconvexity is introduced. It is shown that the function <inline-formula><graphic file="1029-242X-1999-260365-i1.gif"/></inline-formula> is hyperconvex on the set of Hermitian matrices <inline-formul...

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Main Authors: Kagan Abram, Smith Paul J
Format: Article
Language:English
Published: SpringerOpen 1999-01-01
Series:Journal of Inequalities and Applications
Subjects:
Online Access:http://www.journalofinequalitiesandapplications.com/content/3/260365
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spelling doaj-79fa6d1d443a4bb19daf39d71ac27edc2020-11-25T00:27:33ZengSpringerOpenJournal of Inequalities and Applications1025-58341029-242X1999-01-0119992260365A stronger version of matrix convexity as applied to functions of Hermitian matricesKagan AbramSmith Paul J<p/> <p>A stronger version of matrix convexity, called hyperconvexity is introduced. It is shown that the function <inline-formula><graphic file="1029-242X-1999-260365-i1.gif"/></inline-formula> is hyperconvex on the set of Hermitian matrices <inline-formula><graphic file="1029-242X-1999-260365-i2.gif"/></inline-formula> and <inline-formula><graphic file="1029-242X-1999-260365-i3.gif"/></inline-formula> is hyperconvex on the set of positive definite Hermitian matrices. The new concept makes it possible to consider weighted averages of matrices of different orders. Proofs use properties of the Fisher information matrix, a fundamental concept of mathematical statistics.</p>http://www.journalofinequalitiesandapplications.com/content/3/260365Matrix convexityHyperconvexityFisher information
collection DOAJ
language English
format Article
sources DOAJ
author Kagan Abram
Smith Paul J
spellingShingle Kagan Abram
Smith Paul J
A stronger version of matrix convexity as applied to functions of Hermitian matrices
Journal of Inequalities and Applications
Matrix convexity
Hyperconvexity
Fisher information
author_facet Kagan Abram
Smith Paul J
author_sort Kagan Abram
title A stronger version of matrix convexity as applied to functions of Hermitian matrices
title_short A stronger version of matrix convexity as applied to functions of Hermitian matrices
title_full A stronger version of matrix convexity as applied to functions of Hermitian matrices
title_fullStr A stronger version of matrix convexity as applied to functions of Hermitian matrices
title_full_unstemmed A stronger version of matrix convexity as applied to functions of Hermitian matrices
title_sort stronger version of matrix convexity as applied to functions of hermitian matrices
publisher SpringerOpen
series Journal of Inequalities and Applications
issn 1025-5834
1029-242X
publishDate 1999-01-01
description <p/> <p>A stronger version of matrix convexity, called hyperconvexity is introduced. It is shown that the function <inline-formula><graphic file="1029-242X-1999-260365-i1.gif"/></inline-formula> is hyperconvex on the set of Hermitian matrices <inline-formula><graphic file="1029-242X-1999-260365-i2.gif"/></inline-formula> and <inline-formula><graphic file="1029-242X-1999-260365-i3.gif"/></inline-formula> is hyperconvex on the set of positive definite Hermitian matrices. The new concept makes it possible to consider weighted averages of matrices of different orders. Proofs use properties of the Fisher information matrix, a fundamental concept of mathematical statistics.</p>
topic Matrix convexity
Hyperconvexity
Fisher information
url http://www.journalofinequalitiesandapplications.com/content/3/260365
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