Multivariate Statistics - pr_32608

Multivariate Statistics

Exercises and Solutions

By Wolfgang Karl Hardle, Zdenek Hlavka

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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 the application of simple calculus and basic multivariate methods in real life situations. It contains altogether more than 250 solved exercises which can assist a university teacher in setting up a modern multivariate analysis course. All computer-based exercises are available in the R language. All data sets are included in the library SMSdata that may be downloaded via the quantlet download center www.quantlet.org. Data sets are available also via the Springer webpage. For interactive display of low-dimensional projections of a multivariate data set, we recommend GGobi.

Product code: 9783642360046

ISBN 9783642360046
Dimensions H235xW155
Edition 2nd ed. 2015
No. of pages 362
Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
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 analysis.