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The Resource Linear algebra and matrix analysis for statistics, Sudipto Banerjee, Anindya Roy

Linear algebra and matrix analysis for statistics, Sudipto Banerjee, Anindya Roy

Label
Linear algebra and matrix analysis for statistics
Title
Linear algebra and matrix analysis for statistics
Statement of responsibility
Sudipto Banerjee, Anindya Roy
Creator
Contributor
Author
Subject
Language
eng
Summary
"Linear algebra and the study of matrix algorithms have become fundamental to the development of statistical models. Using a vector-space approach, this book provides an understanding of the major concepts that underlie linear algebra and matrix analysis. Each chapter introduces a key topic, such as infinite-dimensional spaces, and provides illustrative examples. The authors examine recent developments in diverse fields such as spatial statistics, machine learning, data mining, and social network analysis. Complete in its coverage and accessible to students without prior knowledge of linear algebra, the text also includes results that are useful for traditional statistical applications."--
Member of
Assigning source
Provided by publisher
Cataloging source
DLC
http://library.link/vocab/creatorName
Banerjee, Sudipto
Dewey number
512.5
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1970-
http://library.link/vocab/relatedWorkOrContributorName
Roy, Anindya
Series statement
Texts in statistical science
http://library.link/vocab/subjectName
  • Algebras, Linear
  • Matrices
  • Mathematical statistics
Label
Linear algebra and matrix analysis for statistics, Sudipto Banerjee, Anindya Roy
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 555-557) and index
Carrier category
volume
Carrier MARC source
rdacarrier.
Content category
text
Content type MARC source
rdacontent.
Control code
FIEb1756590x
Dimensions
25 cm.
Extent
xvii, 565 pages
Isbn
9781420095388
Media category
unmediated
Media MARC source
rdamedia.
System control number
(OCoLC)875055780
Label
Linear algebra and matrix analysis for statistics, Sudipto Banerjee, Anindya Roy
Publication
Bibliography note
Includes bibliographical references (pages 555-557) and index
Carrier category
volume
Carrier MARC source
rdacarrier.
Content category
text
Content type MARC source
rdacontent.
Control code
FIEb1756590x
Dimensions
25 cm.
Extent
xvii, 565 pages
Isbn
9781420095388
Media category
unmediated
Media MARC source
rdamedia.
System control number
(OCoLC)875055780

Library Locations

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