Linear algebra and matrix analysis for statistics

Resource Information

The work Linear algebra and matrix analysis for statistics represents a distinct intellectual or artistic creation found in European University Institute. This resource is a combination of several types including: Work, Language Material, Books.

Label

Linear algebra and matrix analysis for statistics

Statement of responsibility

Sudipto Banerjee, Anindya Roy

Creator

• Banerjee, Sudipto

Contributor

• Roy, Anindya, 1970-

Author

• Roy, Anindya, 1970-

Subject

• Matrices
• Algebras, Linear
• Mathematical statistics

Language

eng

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 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."--

Member of

• Texts in statistical science

Assigning source

Provided by publisher

Cataloging source

DLC

Dewey number

512.5

Illustrations

illustrations

Index

index present

Literary form

non fiction

Nature of contents

bibliography

Series statement

Texts in statistical science