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Multivariate statistics : exercises and solutions

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 R codes and data sets may be downloaded via the quantlet download center www.quantlet.org or via the Springer webpage. For interactive display of low-dimensional projections of a multivariate data set, we recommend GGobi.

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  • "Multivariate statistics: exercises and solutions"

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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 R codes and data sets may be downloaded via the quantlet download center www.quantlet.org or via the Springer webpage. For interactive display of low-dimensional projections of a multivariate data set, we recommend GGobi."@en
  • "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 234 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 or XploRe languages. The corresponding libraries are downloadable from the Springer link web pages and from the author's home pages. Wolfgang Hardle is Professor of Statistics at Humboldt-Universitat zu Berlin. He studied mathematics, computer science and physics at the University of Karlsruhe and received his Dr.rer.nat. at the University of Heidelberg. Later he had positions at Frankfurt and Bonn before he became professeur ordinaire at Universite Catholique de Louvain. His current research topic is modelling of implied volatilities and the quantitative analysis of financial markets. Zdenek Hlavka studied mathematics at the Charles University in Prague and biostatistics at Limburgs Universitair Centrum in Diepenbeek. Later he held a position at Humboldt-Universitat zu Berlin before he became a member of the Department of Probability and Mathematical Statistics at Charles University in Prague."

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  • "Llibres electrònics"
  • "Aufgabensammlung"
  • "Electronic books"
  • "Electronic books"@en
  • "Online-Publikation"

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  • "Multivariate statistics : exercises and solutions"@en
  • "Multivariate statistics : exercises and solutions"
  • "Multivariate statistics exercises and solutions"
  • "Multivariate statistics exercises and solutions"@en
  • "Multivariate Statistics: Exercises and Solutions Exercises and Solutions"
  • "Multivariate Statistics: Exercises and Solutions Exercises and Solutions"@en
  • "Multivariate Statistics Exercises and Solutions : Exercises and Solutions"
  • "Multivariate Statistics: Exercises and Solutions"
  • "Multivariate Statistics Exercises and Solutions"
  • "Multivariate Statistics Exercises and Solutions"@en
  • "Multivariate Statistics : exercises and solutions"

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