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210123 ||| eng |
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|a 9781482248241
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4 |
|a QA184.2 .B36 2015
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| 100 |
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|a Banerjee, Sudipto
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| 245 |
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|a Linear Algebra and Matrix Analysis for Statistics
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| 260 |
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|a Hoboken
|b CRC Press
|c 2014
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| 300 |
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|a 578 pages
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|a Front Cover; Contents; Preface; CHAPTER 1: Matrices, Vectors and Their Operations; CHAPTER 2: Systems of Linear Equations; CHAPTER 3: More on Linear Equations; CHAPTER 4: Euclidean Spaces; CHAPTER 5: The Rank of a Matrix; CHAPTER 6: Complementary Subspaces; CHAPTER 7: Orthogonality, Orthogonal Subspaces and Projections; CHAPTER 8: More on Orthogonality; CHAPTER 9: Revisiting Linear Equations; CHAPTER 10: Determinants; CHAPTER 11: Eigenvalues and Eigenvectors; CHAPTER 12: Singular Value and Jordan Decompositions; CHAPTER 13: Quadratic Forms
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| 505 |
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|a CHAPTER 14: The Kronecker Product and Related OperationsCHAPTER 15: Linear Iterative Systems, Norms and Convergence; CHAPTER 16: Abstract Linear Algebra; References; Back Cover
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| 653 |
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|a Matrices / http://id.loc.gov/authorities/subjects/sh85082210
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| 653 |
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|a Algebras, Linear / fast
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| 653 |
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|a Matrices
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| 653 |
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|a Matrices / fast
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| 653 |
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|a Algèbre linéaire
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| 653 |
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|a MATHEMATICS / Algebra / Intermediate / bisacsh
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| 653 |
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|a Algebras, Linear / http://id.loc.gov/authorities/subjects/sh85003441
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| 653 |
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|a Mathematical statistics / fast
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| 653 |
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|a Mathematical statistics / http://id.loc.gov/authorities/subjects/sh85082133
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| 700 |
1 |
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|a Roy, Anindya
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| 041 |
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7 |
|a eng
|2 ISO 639-2
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| 989 |
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|b OREILLY
|a O'Reilly
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| 490 |
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|a Chapman & Hall/CRC Texts in Statistical Science
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| 776 |
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|z 1482248247
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| 776 |
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|z 9781482248241
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| 856 |
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|u https://learning.oreilly.com/library/view/~/9781482248241/?ar
|x Verlag
|3 Volltext
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| 082 |
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|a 510
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|a 512.5
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|a 519.5
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| 520 |
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|a Matrices, Vectors, and Their OperationsBasic definitions and notations Matrix addition and scalar-matrix multiplication Matrix multiplication Partitioned matricesThe ""trace"" of a square matrix Some special matricesSystems of Linear EquationsIntroduction Gaussian elimination Gauss-Jordan elimination Elementary matrices Homogeneous linear systems The inverse of a matrixMore on Linear EquationsThe LU decompositionCrout's Algorithm LU decomposition with row interchanges The LDU and Cholesky factorizations Inverse of partitioned matrices The LDU decomposition for partitioned matricesThe Sherman-W
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