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RecordNumber
1956
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Author
Puntanen, Simo
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Title
Matrix tricks for linear statistical models: our personal top twenty
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Author Statement
Simo Puntanen, George P.H. Styan, Jarkko Isotalo.
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Publication
Springer
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Publication Year
c2011
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Collation
xvii, 186 p. ill.
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Notes
Includes bibliographical references (p. 439-468) and indexes. , Easy column space tricks -- Easy projector tricks -- Easy correlation tricks -- Generalized inverses in a nutshell -- Rank of the partitioned matrix and the matrix product -- Rank cancellation rule -- Sum of orthogonal projectors -- A decomposition of the orthogonal projector -- Minimizing cov(y--FX) -- BLUE -- General solution to AYB=C -- Invariance with respect to the choice of generalized inverse -- Block-diagonalization and the Schur complement -- Nonnegative definiteness of a partitioned matrix -- The matrix M -- Disjointness of column spaces -- Full rank decomposition -- Eigenvalue decomposition -- Singular value decomposition -- The Cauchy-Schwarz inequality -- Notation -- List of figures and philatelic items
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Subject
Linear models (Statistics) , Matrix analytic methods
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ADDED ENTRIES
Styan, George Peter Hansbenno , Isotalo, Jarkko ,
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LC Class
QA
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LC Number
276
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LC CutterNumber
.P83
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LC Date
2011
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Link To Document :