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 Secular Nationalism and Citizenship in Muslim Countries by James E. Gentle
Cover of the book Biological Soil Crusts: An Organizing Principle in Drylands by James E. Gentle
Cover of the book Meghnad Saha by James E. Gentle
Cover of the book The Making and Meaning of Relationships in Sri Lanka by James E. Gentle
Cover of the book Nitric Oxide in Plants: Metabolism and Role in Stress Physiology by James E. Gentle
Cover of the book Urban Climate Resilience in Southeast Asia by James E. Gentle
Cover of the book Happiness is the Wrong Metric by James E. Gentle
Cover of the book Mediterranean Green Buildings & Renewable Energy by James E. Gentle
Cover of the book L’Hôpital's Analyse des infiniments petits by James E. Gentle
Cover of the book Fracture and Fatigue, Volume 7 by James E. Gentle
Cover of the book University Campus Solid Waste Management by James E. Gentle
Cover of the book On Reasoning and Argument by James E. Gentle
Cover of the book Graph Theory by James E. Gentle
Cover of the book Incidental Radiological Findings by James E. Gentle
Cover of the book PET/MR Imaging 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