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Multivariate statistics : exercises and solutions

Author: Wolfgang Härdle; Z Hlávka
Publisher: Heidelberg : Springer, 2015.
Series: Online access with purchase: Springer (t)
Edition/Format:   eBook : Document : English : Second editionView all editions and formats
Publication:Springer eBooks
Summary:
The authors present tools and concepts of multivariate data analysis by means of exercises and their solutions. The first part is devoted to graphical techniques. The second part deals with multivariate random variables and presents the derivation of estimators and tests for various practical situations. The last part introduces a wide variety of exercises in applied multivariate data analysis. The book demonstrates  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Wolfgang Härdle; Z Hlávka
ISBN: 9783642360053 364236005X 3642360041 9783642360046
OCLC Number: 910914054
Description: 1 online resource (xxiv, 362 pages) : illustrations (some color)
Contents: Part I Descriptive Techniques: Comparison of Batches --
Part II Multivariate Random Variables: A Short Excursion into Matrix Algebra --
Moving to Higher --
Multivariate --
Theory of the Multinormal --
Theory of Estimation --
Part III Multivariate Techniques: Regression Models --
Variable Selection --
Decomposition of Data Matrices by Factors --
Principal Component Analysis --
Factor Analysis --
Cluster Analysis --
Discriminant Analysis --
Correspondence Analysis --
Canonical Correlation Analysis --
Multidimensional Scaling --
Conjoint Measurement Analysis --
Applications in Finance --
Highly Interactive, Computationally Intensive Techniques --
Data Sets --
References --
Index.
Series Title: Online access with purchase: Springer (t)
Responsibility: Wolfgang Karl Härdle, Zdeněk Hlávka.

Abstract:

The authors present tools and concepts of multivariate data analysis by means of exercises and their solutions. The last part introduces a wide variety of exercises in applied multivariate data  Read more...

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"The book basically contains a large number of exercises along with their solutions. ... This book is a good source for researchers in the area of multivariate data analysis. It is also a good Read more...

 
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