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Matrix algebra = theory, computation...

Gentle, James E.

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Matrix algebra = theory, computations and applications in statistics /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Matrix algebra/ by James E. Gentle.
Reminder of title:	theory, computations and applications in statistics /
Author:	Gentle, James E.
Published:	Cham :Springer International Publishing : : 2017.,
Description:	xxix, 648 p. :ill., digital ;24 cm.
[NT 15003449]:	Part I Linear Algebra -- 1 Basic Vector/Matrix Structure and Notation -- 2 Vectors and Vector Spaces -- 3 Basic Properties of Matrices -- 4 Vector/Matrix Derivatives and Integrals -- 5 Matrix Transformations and Factorizations -- 6 Solution of Linear Systems -- 7 Evaluation of Eigenvalues and Eigenvectors -- Part II Applications in Data Analysis -- 8 Special Matrices and Operations Useful in Modeling andData Analysis -- 9 Selected Applications in Statistics -- Part III Numerical Methods and Software -- 10 Numerical Methods -- 11 Numerical Linear Algebra -- 12 Software for Numerical Linear Algebra -- Appendices and Back Matter -- Bibliography -- Index.
Contained By:	Springer eBooks
Subject:	Matrices. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-64867-5
ISBN:	9783319648675

Matrix algebra = theory, computations and applications in statistics /
Gentle, James E.

Matrix algebratheory, computations and applications in statistics /[electronic resource] :by James E. Gentle. - 2nd ed. - Cham :Springer International Publishing :2017. - xxix, 648 p. :ill., digital ;24 cm. - Springer texts in statistics,1431-875X. - Springer texts in statistics..

Part I Linear Algebra -- 1 Basic Vector/Matrix Structure and Notation -- 2 Vectors and Vector Spaces -- 3 Basic Properties of Matrices -- 4 Vector/Matrix Derivatives and Integrals -- 5 Matrix Transformations and Factorizations -- 6 Solution of Linear Systems -- 7 Evaluation of Eigenvalues and Eigenvectors -- Part II Applications in Data Analysis -- 8 Special Matrices and Operations Useful in Modeling andData Analysis -- 9 Selected Applications in Statistics -- Part III Numerical Methods and Software -- 10 Numerical Methods -- 11 Numerical Linear Algebra -- 12 Software for Numerical Linear Algebra -- Appendices and Back Matter -- Bibliography -- Index.

ISBN: 9783319648675

Standard No.: 10.1007/978-3-319-64867-5doiSubjects--Topical Terms:

516894
Matrices.

LC Class. No.: QA188

Dewey Class. No.: 512.9434

Matrix algebra = theory, computations and applications in statistics /
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020 $a 9783319648675 $q (electronic bk.)
020 $a 9783319648668 $q (paper)
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100 1 $a Gentle, James E. $3 1072911
245 1 0 $a Matrix algebra $h [electronic resource] : $b theory, computations and applications in statistics / $c by James E. Gentle.
250 $a 2nd ed.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2017.
300 $a xxix, 648 p. : $b ill., digital ; $c 24 cm.
490 1 $a Springer texts in statistics, $x 1431-875X
505 0 $a Part I Linear Algebra -- 1 Basic Vector/Matrix Structure and Notation -- 2 Vectors and Vector Spaces -- 3 Basic Properties of Matrices -- 4 Vector/Matrix Derivatives and Integrals -- 5 Matrix Transformations and Factorizations -- 6 Solution of Linear Systems -- 7 Evaluation of Eigenvalues and Eigenvectors -- Part II Applications in Data Analysis -- 8 Special Matrices and Operations Useful in Modeling andData Analysis -- 9 Selected Applications in Statistics -- Part III Numerical Methods and Software -- 10 Numerical Methods -- 11 Numerical Linear Algebra -- 12 Software for Numerical Linear Algebra -- Appendices and Back Matter -- Bibliography -- Index.
650 0 $a Matrices. $3 516894
650 1 4 $a Statistics. $3 517247
650 2 4 $a Statistical Theory and Methods. $3 891074
650 2 4 $a Algebra. $3 516203
650 2 4 $a Statistics and Computing/Statistics Programs. $3 894293
650 2 4 $a Probability and Statistics in Computer Science. $3 891072
650 2 4 $a Computational Mathematics and Numerical Analysis. $3 891040
650 2 4 $a Numeric Computing. $3 892606
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a Springer texts in statistics. $3 1567152
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-64867-5
950 $a Mathematics and Statistics (Springer-11649)