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Linear algebra and matrix analysis f...

Banerjee, Sudipto,

Linear algebra and matrix analysis for statistics /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Linear algebra and matrix analysis for statistics /Sudipto Banerjee, Anindya Roy.
Author:	Banerjee, Sudipto,
other author:	Roy, Anindya,
Published:	Boca Raton :CRC Press, Taylor & Francis Group,c2014.
Description:	xvii, 565 p. :ill. ;25 cm.
Notes:	"A Chapman & Hall book."
Subject:	Algebras, Linear.
Online resource:	http://images.tandf.co.uk/common/jackets/websmall/978142009/9781420095388.jpg
ISBN:	9781420095388 :

Linear algebra and matrix analysis for statistics /
Banerjee, Sudipto,

Linear algebra and matrix analysis for statistics /Sudipto Banerjee, Anindya Roy. - Boca Raton :CRC Press, Taylor & Francis Group,c2014. - xvii, 565 p. :ill. ;25 cm. - Chapman & Hall/CRC texts in statistical science series.

"A Chapman & Hall book."

Includes bibliographical references (p. 555-557) and index.

"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."--

ISBN: 9781420095388 :GBP$69.99

LCCN: 2014004884

Nat. Bib. No.: cam a2200241 a 450 Subjects--Topical Terms:

183087
Algebras, Linear.

LC Class. No.: QA184.2 / .B36 2014

Dewey Class. No.: 512/.5

Linear algebra and matrix analysis for statistics /
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020 $a 9781420095388 : $c GBP$69.99
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040 $a DLC $b eng $c DLC $d DLC
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050 0 0 $a QA184.2 $b .B36 2014
082 0 0 $a 512/.5 $2 23
084 $a MAT002000 $a MAT029000 $2 bisacsh
100 1 $a Banerjee, Sudipto, $e author. $3 857976
245 1 0 $a Linear algebra and matrix analysis for statistics / $c Sudipto Banerjee, Anindya Roy.
260 $a Boca Raton : $b CRC Press, Taylor & Francis Group, $c c2014.
300 $a xvii, 565 p. : $b ill. ; $c 25 cm.
490 0 $a Chapman & Hall/CRC texts in statistical science series
500 $a "A Chapman & Hall book."
504 $a Includes bibliographical references (p. 555-557) and index.
520 $a "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."-- $c Provided by publisher.
650 0 $a Algebras, Linear. $3 183087
650 0 $a Mathematical statistics. $3 181877
650 0 $a Matrices. $3 181876
700 1 $a Roy, Anindya, $d 1970- $e author. $3 857977
856 4 2 $3 Cover image $u http://images.tandf.co.uk/common/jackets/websmall/978142009/9781420095388.jpg