This item is printed on demand - it takes 3-4 days longer - Neuware -This book enables readers who may not be familiar with matrices to understand a variety of multivariate analysis procedures in matrix forms. Another feature of the book is that it emphasizes what model underlies a procedure and what objective function is optimized for fitting the model to data. The author believes that the matrix-based learning of such models and objective functions is the fastest way to comprehend multivariate data analysis. The text is arranged so that readers can intuitively capture the purposes for which multivariate analysis procedures are utilized: plain explanations of the purposes with numerical examples precede mathematical descriptions in almost every chapter.This volume is appropriate for undergraduate students who already have studied introductory statistics. Graduate students and researchers who are not familiar with matrix-intensive formulations of multivariate data analysis will also find the book useful, as it is based on modern matrix formulations with a special emphasis on singular value decomposition among theorems in matrix algebra.The book begins with an explanation of fundamental matrix operations and the matrix expressions of elementary statistics, followed by the introduction of popular multivariate procedures with advancing levels of matrix algebra chapter by chapter. This organization of the book allows readers without knowledge of matrices to deepen their understanding of multivariate data analysis. 316 pp. Englisch.

N� de ref. del art�culo 9789811095955

Contactar al vendedor

Denunciar este art�culo

Detalles bibliogr�ficos

T�tulo

Matrix-Based Introduction to Multivariate Data Analysis

Editor

Springer Nature Singapore Apr 2018

Fecha de publicaci�n

2018

Idioma

Ingl�s

ISBN 10

9811095957

ISBN 13

9789811095955

Encuadernaci�n

Taschenbuch

Estado

Neu

Cat�logos de vendedores

Acerca de

Sinopsis

This book enables readers who may not be familiar with matrices to understand a variety of multivariate analysis procedures in matrix forms. Another feature of the book is that it emphasizes what model underlies a procedure and what objective function is optimized for fitting the model to data. The author believes that the matrix-based learning of such models and objective functions is the fastest way to comprehend multivariate data analysis. The text is arranged so that readers can intuitively capture the purposes for which multivariate analysis procedures are utilized: plain explanations of the purposes with numerical examples precede mathematical descriptions in almost every chapter.

This volume is appropriate for undergraduate students who already have studied introductory statistics. Graduate students and researchers who are not familiar with matrix-intensive formulations of multivariate data analysis will also find the book useful, as it is based on modern matrix formulations with a special emphasis on singular value decomposition among theorems in matrix algebra.

The book begins with an explanation of fundamental matrix operations and the matrix expressions of elementary statistics, followed by the introduction of popular multivariate procedures with advancing levels of matrix algebra chapter by chapter. This organization of the book allows readers without knowledge of matrices to deepen their understanding of multivariate data analysis.

Acerca del autor

Kohei Adachi, Graduate School of Human Sciences, Osaka University

"Sobre este t�tulo" puede pertenecer a otra edici�n de este libro.

Descripci�n de la librer�a

Ver la p�gina web de la librer�a

Informaci�n empresarial del vendedor

BuchWeltWeit Ludwig Meier e.K.
Germany

Condiciones de venta y env�o

Condiciones de venta

Allgemeine Gesch�ftsbedingungen mit Kundeninformationen
Inhaltsverzeichnis
Geltungsbereich
Vertragsschluss
Widerrufsrecht
Preise und Zahlungsbedingungen
Liefer- und Versandbedingungen
Eigentumsvorbehalt
M�ngelhaftung
Anwendbares Recht
Gerichtsstand
Alternative Streitbeilegung

Geltungsbereich
1.1 Diese Allgemeinen Gesch�ftsbedingungen (nachfolgend "AGB") des BuchWeltWeit Inh. Ludwig Meier e.K. (nachfolgend "Verk�ufer"), gelten f�r alle Vertr�ge, die ein Verbraucher oder Unternehmer (nachfolgend ?...

M�s informaci�n

Derecho a cancelaci�n

Condiciones de env�o

Der Versand ins Ausland findet IMMER mit DHL statt. Auch nach �sterreich verschicken wir nur mit DHL! Daher Standardversand == Luftpost!

Tarifas de env�o de Alemania a Estados Unidos de America

Tarifas de env�o de Alemania a Estados Unidos de America
Cantidad del pedido	De 5 a 15 d�as h�biles	De 5 a 15 d�as h�biles
Primer art�culo	EUR 23.00	EUR 23.00

Los plazos de entrega los establecen los vendedores y var�an seg�n el transportista y la ubicaci�n. Los pedidos que pasan por la aduana pueden sufrir retrasos y los compradores son responsables de los aranceles o tarifas asociadas. Los vendedores pueden ponerse en contacto con usted en relaci�n con cargos adicionales para cubrir cualquier aumento en los costes de env�o de los art�culos.

Informaci�n detallada sobre el vendedor