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Matrix algebra useful for statistics /

Searle, S. R. (1928-)

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Matrix algebra useful for statistics /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Matrix algebra useful for statistics // Shayle R. Searle, André I. Khuri.
作者:	Searle, S. R.
其他作者:	Khuri, André I.,
出版者:	Hoboken, NJ :John Wiley & Sons, : c2017.,
面頁冊數:	xxxi, 480 p. :ill., charts ;26 cm.
標題:	Matrices. -
ISBN:	9781118935149

Matrix algebra useful for statistics /
Searle, S. R.1928-

Matrix algebra useful for statistics /Shayle R. Searle, André I. Khuri. - 2nd ed. - Hoboken, NJ :John Wiley & Sons,c2017. - xxxi, 480 p. :ill., charts ;26 cm. - Wiley series in probability and statistics. - Wiley series in probability and statistics..

Includes bibliographical references and index.

Introduction --

This book addresses matrix algebra that is useful in the statistical analysis of data as well as within statistics as a whole. The material is presented in an explanatory style rather than a formal theorem-proof format and is self-contained. Featuring numerous applied illustrations, numerical examples, and exercises, the book has been updated to include the use of SAS, MATLAB, and R for the execution of matrix computations.

ISBN: 9781118935149US134.95Subjects--Topical Terms:

516894
Matrices.

LC Class. No.: QA188 / .S4 2017

Matrix algebra useful for statistics /
LDR:01667cam a2200205 a 4500 001 2085625
003 OCoLC
005 20170719015027.0
008 170911s2017 njuad b 001 0 eng d
020 $a 9781118935149 $q (hbk.) : $c US134.95
020 $a 1118935144 $q (hbk.)
040 $a YDX $b eng
050 # 4 $a QA188 $b .S4 2017
100 1 $a Searle, S. R. $q (Shayle R.), $d 1928- $3 3244783
245 1 0 $a Matrix algebra useful for statistics / $c Shayle R. Searle, André I. Khuri.
250 $a 2nd ed.
260 # $a Hoboken, NJ : $b John Wiley & Sons, $c c2017.
300 $a xxxi, 480 p. : $b ill., charts ; $c 26 cm.
490 1 $a Wiley series in probability and statistics
504 $a Includes bibliographical references and index.
505 0 # $t Introduction -- $t Vector spaces, subspaces, and linear transformations -- $t Matrix notation and terminology -- $t Determinants -- $t Operations -- $t Special matrices -- $t Eigenvalues and eigenvectors -- $t Diagonalization of matrices -- $t Generalized inverses -- $t Matrix calculus -- $t Multivariate distributions and quadratic forms -- $t Matrix algebra of full-rank linear models -- $t Less-than-full-rank linear models -- $t Analysis of balanced linear models using direct products of matrices -- $t Multiresponse models -- $t SAS/IML -- $t Use of MATLAB in matrix computations -- $t Use of R in matrix computations.
520 # $a This book addresses matrix algebra that is useful in the statistical analysis of data as well as within statistics as a whole. The material is presented in an explanatory style rather than a formal theorem-proof format and is self-contained. Featuring numerous applied illustrations, numerical examples, and exercises, the book has been updated to include the use of SAS, MATLAB, and R for the execution of matrix computations.
650 # 0 $a Matrices. $3 516894
650 # 0 $a Mathematical statistics. $3 516858
700 1 # $a Khuri, André I., $d 1940- $3 3165474
830 0 $a Wiley series in probability and statistics. $3 1275543