Matrix Algebra (Paperback)

Idioma: inglés

Editorial: Springer International Publishing AG, Cham, 2025

3031516451 / 9783031516450

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Librería: AussieBookSeller, Truganina, VIC, AustraliaAussieBookSeller

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Vendedor de IberLibro desde 22 de junio de 2007

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Descripción del artículo del vendedor

Paperback. This book presents the theory of matrix algebra for statistical applications, explores various types of matrices encountered in statistics, and covers numerical linear algebra. Matrix algebra is one of the most important areas of mathematics in data science and in statistical theory, and previous editions had essential updates and comprehensive coverage on critical topics in mathematics.This 3rd edition offers a self-contained description of relevant aspects of matrix algebra for applications in statistics. It begins with fundamental concepts of vectors and vector spaces; covers basic algebraic properties of matrices and analytic properties of vectors and matrices in multivariate calculus; and concludes with a discussion on operations on matrices, in solutions of linear systems and in eigenanalysis. It also includes discussions of the R software package, with numerous examples and exercises.Matrix Algebra considers various types of matrices encountered in statistics, such as projection matrices and positive definite matrices, and describes special properties of those matrices; as well as describing various applications of matrix theory in statistics, including linear models, multivariate analysis, and stochastic processes. It begins with a discussion of the basics of numerical computations and goes on to describe accurate and efficient algorithms for factoring matrices, how to solve linear systems of equations, and the extraction of eigenvalues and eigenvectors. It covers numerical linear algebraone of the most important subjects in the field of statistical computing. The content includes greater emphases on R, and extensive coverage of statistical linear models. Matrix Algebra is ideal for graduate and advanced undergraduate students, or as a supplementary text for courses in linear models or multivariate statistics. Its also ideal for use in a course in statistical computing, or as a supplementary text forvarious courses that emphasize computations. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…

Título
Matrix Algebra (Paperback)
Autor
James E. Gentle
Editorial
Springer International Publishing AG, Cham
Año de publicación
2025
Estado
new
Encuadernación
Paperback
Idioma
inglés
ISBN 10
3031516451
ISBN 13
9783031516450
Edición
3ª Edición

AussieBookSeller

Truganina, VIC, Australia

Vendedor de 5 estrellas

Vendedor de IberLibro desde 22 de junio de 2007

Tarifas de envío de Australia a Estados Unidos de America

ArtículoDe 25 a 45 días hábilesDe 8 a 14 días hábiles
Primer artículoEUR 33,57EUR 39,92
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Truganina, VIC Australia 3029