TY  - BOOK
AU  - Banerjee,Sudipto
AU  - Roy,Anindya
TI  - Linear algebra and matrix analysis for statistics
T2  - Chapman & Hall/CRC texts in statistical science series
SN  - 9781420095388 (hardback)
AV  - QA184.2 .B36 2014
U1  - 512.5 23
PY  - 2014///
CY  - Boca Raton
PB  - CRC Press, Taylor & Francis Group
KW  - Algebras, Linear
KW  - Matrices
KW  - Mathematical statistics
KW  - MATHEMATICS / Algebra / General
KW  - bisacsh
KW  - MATHEMATICS / Probability & Statistics / General
N1  - Includes bibliographical references (pages 555-557) and index
N2  - "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."--
UR  - http://images.tandf.co.uk/common/jackets/websmall/978142009/9781420095388.jpg
ER  -