Linear algebra and matrix analysis for statistics/ Banerjee, Sudipto & Roy, Anindya
Series: Texts in Statistical SciencePublication details: Boca Raton: CRC Press, 2022Edition: Indian edDescription: xvii, 565 pages 23 cmISBN:- 9781138061163
- 23 512.5 B215
Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
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Books | ISI Library, Kolkata NBHM Collection | 512.5 B215 (Browse shelf(Opens below)) | Available | 138630 |
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512.482 Ia11 Lie algebras and applications | 512.5 A573 Elementary linear algebra | 512.5 Ap645 Linear algebra | 512.5 B215 Linear algebra and matrix analysis for statistics/ | 512.5 C979 Abstract linear algebra | 512.5 C979 Abstract linear algebra | 512.5 D234 Numerical linear algebra and applications |
Includes bibliography and index
Matrices vectors and their operations -- Systems of linear equations -- More on linear equations -- Euclidean spaces -- The Rank of a Matrix -- Complementary subspaces -- Orthogonality orthogonal subspaces and projections -- More on orthogonality -- Revisiting linear equations -- Determinants -- Eigenvalues and Eigenvectors -- Singular value and Jrdon decomposition -- Quadratic forms -- The Kronecker product and related operations -- Linear Iterative systems norms and convergence -- Abstract linear algebra
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