ENGLISH

Linear Algebra and Matrix Analysis for Statistics

By Banerjee , Sudipto; Roy , Anindya

Book information

Publisher
CRC Press
Year
2014
ISBN
9781420095388, 1420095382
Language
english
Format
PDF
Filesize
3 MB (3229340 bytes)
Series
Texts in statistical science
Pages
580\578
Time added
2015-05-01 14:00:00
Математика;Теория вероятностей и математическая ст

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 authors examine 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."-- Read more... Abstract: 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. Read more...

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