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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
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OCoLC
005
20170719015027.0
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Searle, S. R.
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Matrix algebra useful for statistics /
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Shayle R. Searle, André I. Khuri.
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2nd ed.
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Hoboken, NJ :
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John Wiley & Sons,
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c2017.
300
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xxxi, 480 p. :
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ill., charts ;
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26 cm.
490
1
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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
#
$a
This book addresses matrix algebra that is useful in the statistical analysis of data as well as within statistics as a whole. The material is presented in an explanatory style rather than a formal theorem-proof format and is self-contained. Featuring numerous applied illustrations, numerical examples, and exercises, the book has been updated to include the use of SAS, MATLAB, and R for the execution of matrix computations.
650
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$a
Matrices.
$3
516894
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# 0
$a
Mathematical statistics.
$3
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Khuri, André I.,
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Wiley series in probability and statistics.
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1275543
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六樓西文書區HC-Z(6F Western Language Books)
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