Linear algebra and matrix analysis for statistics

Includes bibliographical references and index

Gespeichert in:

Bibliographische Detailangaben
1. Verfasser:	Banerjee, Sudipto (VerfasserIn)
Weitere Verfasser:	Roy, Anindya (VerfasserIn)
Format:	UnknownFormat
Sprache:	eng
Veröffentlicht:	Boca Raton Fla. u.a. CRC Press, Taylor & Francis 2014
Schriftenreihe:	Texts in statistical science Texts in statistical science
Schlagworte:	Algebras, Linear > Matrices > Mathematical statistics > Lineare Algebra
Online Zugang:	Inhaltsverzeichnis Cover Inhaltstext
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Beschreibung
Zusammenfassung:	Includes bibliographical references and index "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."--
Beschreibung:	XVII, 565 S. graph. Darst.
ISBN:	9781420095388 978-1-4200-9538-8 1420095382 1-4200-9538-2