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Linear Algebra and Matrix Analysis for Statistics,9781420095388
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Linear Algebra and Matrix Analysis for Statistics

by ;
Edition:
1st
ISBN13:

9781420095388

ISBN10:
1420095382
Format:
Hardcover
Pub. Date:
6/6/2014
Publisher(s):
Chapman & Hall/
List Price: $79.95

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This is the 1st edition with a publication date of 6/6/2014.
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Summary

Linear algebra and the study of matrix algorithms have become fundamental to the development of statistical models. Using a vector space approach, this book provides an understanding of the major concepts that underlie linear algebra and matrix analysis. Each chapter introduces a key topic such as infinite-dimensional spaces and provides illustrative examples. The author examines recent developments in diverse fields such as spatial statistics, machine learning, data mining and social network analysis. Complete in its coverage and accessible to students without prior knowledge of linear algebra, the text also includes results that are useful for traditional statistical applications.


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