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" Hands-on matrix algebra using R : "
Hrishikesh D. Vinod.
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BL
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| Record Number
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890684
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| Main Entry
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Vinod, Hrishikesh D.,1939-
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| Title & Author
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Hands-on matrix algebra using R : : active and motivated learning with applications /\ Hrishikesh D. Vinod.
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| Publication Statement
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Singapore ;Hackensack, N.J. :: World Scientific,, ©2011.
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| Page. NO
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xvii, 329 pages :: illustrations ;; 23 cm
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| ISBN
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9789814313681
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: 9789814313698
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: 9814313688
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: 9814313696
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| Bibliographies/Indexes
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Includes bibliographical references (pages 321-323) and index.
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| Contents
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Matrix defined, deeper understanding using software -- Elementary geomentary geometry and algebra using R -- Vector spaces -- Matrix basics and R software -- Decision applications, payoff matrix -- Determinant and singularity of a square matrix -- The norm, rank and trace of a matrix -- Matrix inverse and solution of linear equations -- Eigenvalues and eigenvectors -- Similar matrices, quadratic and Jordan canonical forms -- Hermitian, normal and positive define matrices -- Kronecker products and singular value decomposition -- Simultaneous reduction and vec stacking -- Vector and matrix differentiation -- Matrix results for statistics -- Generalized inverse and patterned matrices -- Numerical accuracy and QR decomposition.
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| Subject
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Matrices.
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R (Computer program language)
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Matrices.
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R (Computer program language)
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| Dewey Classification
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512.9434
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| LC Classification
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QA188.V56 2011
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