Multivariate Statistics - Exercises and Solutions (Paperback, 2nd ed. 2015)

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.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Release date:	June 2015
First published:	2015
Authors:	Wolfgang Karl Hardle • Zdenek Hlavka
Dimensions:	235 x 155 x 24mm (L x W x T)
Format:	Paperback
Pages:	362
Edition:	2nd ed. 2015
ISBN-13:	978-3-642-36004-6
Categories:	Books > Science & Mathematics > Mathematics > Numerical analysis Books > Science & Mathematics > Mathematics > Probability & statistics Books > Science & Mathematics > Mathematics > Combinatorics & graph theory Books > Computing & IT > Applications of computing > Databases > Data mining Books > Computing & IT > Applications of computing > Artificial intelligence > General Promotions
LSN:	3-642-36004-1
Barcode:	9783642360046

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