Matrix Algebra

Know about the book -

Matrix Algebra is written by James E. Gentle and published by Springer. It's available with International Standard Book Number or ISBN identification 3319648675 (ISBN 10) and 9783319648675 (ISBN 13).

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.