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Matrix Algebra James E Gentle

  • SKU: BELL-47913378
Matrix Algebra James E Gentle
$ 31.00 $ 45.00 (-31%)

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Matrix Algebra James E Gentle instant download after payment.

Publisher: Springer
File Extension: PDF
File size: 3.82 MB
Pages: 648
Author: James E. Gentle
ISBN: 9780387708737, 0387708731
Language: English
Year: 2017

Product desciption

Matrix Algebra James E Gentle by James E. Gentle 9780387708737, 0387708731 instant download after payment.

Matrix algebra is one of the most important areas of mathematics for data analysis and for statistical theory. This much-needed work presents the relevant aspects of the theory of matrix algebra for applications in statistics. It moves on to consider the various types of matrices encountered in statistics, such as projection matrices and positive definite matrices, and describes the special properties of those matrices. Finally, it covers numerical linear algebra, beginning with a discussion of the basics of numerical computations, and following up with accurate and efficient algorithms for factoring matrices, solving linear systems of equations, and extracting eigenvalues and eigenvectors.

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