Non-Fiction Books:

Linear Algebra and Matrix Analysis for Statistics

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Linear Algebra and Matrix Analysis for Statistics by Sudipto Banerjee
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Description

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.

Author Biography

University of Minnesota, Minneapolis, USA Department of Math and Statistics, University of Maryland Baltimore County, USA
Release date Australia
June 3rd, 2014
Country of Publication
United States
Illustrations
3 Tables, black and white; 10 Illustrations, black and white
Imprint
Chapman & Hall/CRC
Pages
580
Dimensions
156x235x33
ISBN-13
9781420095388
Product ID
3806446

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