Numerical Linear Algebra for Applications in Statistics

Numerical Linear Algebra for Applications in Statistics pdf epub mobi txt 电子书 下载 2025

出版者:Springer
作者:James E. Gentle
出品人:
页数:234
译者:
出版时间:1998-8-13
价格:USD 115.00
装帧:Hardcover
isbn号码:9780387985428
丛书系列:Statistics and Computing
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Accurate and efficient computer algorithms for factoring matrices, solving linear systems of equations, and extracting eigenvalues and eigenvectors. Regardless of the software system used, the book describes and gives examples of the use of modern computer software for numerical linear algebra. It begins with a discussion of the basics of numerical computations, and then describes the relevant properties of matrix inverses, factorisations, matrix and vector norms, and other topics in linear algebra. The book is essentially self- contained, with the topics addressed constituting the essential material for an introductory course in statistical computing. Numerous exercises allow the text to be used for a first course in statistical computing or as supplementary text for various courses that emphasise computations.

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