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Matrix tricks for linear statistical...

Puntanen, Simo.

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Matrix tricks for linear statistical models : = our personal top twenty /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Matrix tricks for linear statistical models :/ Simo Puntanen, George P.H. Styan, Jarkko Isotalo.
其他題名:	our personal top twenty /
作者:	Puntanen, Simo.
其他作者:	Isotalo, Jarkko.
出版者:	Berlin ;Springer, : c2011.,
面頁冊數:	xvii, 486 p. :ill. ;24 cm.
標題:	Linear models (Statistics) -
ISBN:	9783642104725 (hbk.) :

Matrix tricks for linear statistical models : = our personal top twenty /
Puntanen, Simo.

Matrix tricks for linear statistical models :our personal top twenty /Simo Puntanen, George P.H. Styan, Jarkko Isotalo. - Berlin ;Springer,c2011. - xvii, 486 p. :ill. ;24 cm.

Includes bibliographical references (p. 439-468) and indexes.

Easy column space tricks --

ISBN: 9783642104725 (hbk.) :EUR79.95

LCCN: 2011935544Subjects--Topical Terms:

533190
Linear models (Statistics)

LC Class. No.: QA276 / .P83 2011

Dewey Class. No.: 519.535

Matrix tricks for linear statistical models : = our personal top twenty /
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100 1 $a Puntanen, Simo. $3 2069951
245 1 0 $a Matrix tricks for linear statistical models : $b our personal top twenty / $c Simo Puntanen, George P.H. Styan, Jarkko Isotalo.
260 # $a Berlin ; $a New York : $b Springer, $c c2011.
300 $a xvii, 486 p. : $b ill. ; $c 24 cm.
504 $a Includes bibliographical references (p. 439-468) and indexes.
505 0 # $t Easy column space tricks -- $t Easy projector tricks -- $t Easy correlation tricks -- $t Generalized inverses in a nutshell -- $t Rank of the partitioned matrix and the matrix product -- $t Rank cancellation rule -- $t Sum of orthogonal projectors -- $t A decomposition of the orthogonal projector -- $t Minimizing cov(y--FX) -- $t BLUE -- $t General solution to AYB=C -- $t Invariance with respect to the choice of generalized inverse -- $t Block-diagonalization and the Schur complement -- $t Nonnegative definiteness of a partitioned matrix -- The matrix M -- Disjointness of column spaces -- $t Full rank decomposition -- $t Eigenvalue decomposition -- $t Singular value decomposition -- $t The Cauchy-Schwarz inequality -- $t Notation -- $t List of figures and philatelic items.
650 # 0 $a Linear models (Statistics) $3 533190
650 # 0 $a Matrix analytic methods. $3 621239
700 1 # $a Isotalo, Jarkko. $3 2069952
700 1 # $a Styan, George Peter Hansbenno. $3 2069953