Matrix Algebra

Theory, Computations and Applications in Statistics

Nonfiction, Science & Nature, Mathematics, Algebra, Statistics
Cover of the book Matrix Algebra by James E. Gentle, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: James E. Gentle ISBN: 9783319648675
Publisher: Springer International Publishing Publication: October 12, 2017
Imprint: Springer Language: English
Author: James E. Gentle
ISBN: 9783319648675
Publisher: Springer International Publishing
Publication: October 12, 2017
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Disaster Management: Enabling Resilience by James E. Gentle
Cover of the book Emotional Engineering, Vol.5 by James E. Gentle
Cover of the book French Emigration to Great Britain in Response to the French Revolution by James E. Gentle
Cover of the book Cultural Robotics by James E. Gentle
Cover of the book Agogic Maps by James E. Gentle
Cover of the book Language, Vernacular Discourse and Nationalisms by James E. Gentle
Cover of the book Internet of Things and Big Data Analytics Toward Next-Generation Intelligence by James E. Gentle
Cover of the book Complex Systems by James E. Gentle
Cover of the book Counter-terrorism and the Prospects of Human Rights by James E. Gentle
Cover of the book Proceedings of the 4th World Congress on Integrated Computational Materials Engineering (ICME 2017) by James E. Gentle
Cover of the book Polyolefin Compounds and Materials by James E. Gentle
Cover of the book Neurosemantics by James E. Gentle
Cover of the book Supply Chain Management and Optimization in Manufacturing by James E. Gentle
Cover of the book Modelling Human Behaviour in Landscapes by James E. Gentle
Cover of the book Discovery and Measurement of the Higgs Boson in the WW Decay Channel by James E. Gentle
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy