Applied Multivariate Statistical Analysis
This textbook presents the tools and concepts used in multivariate data analysis in a style accessible for non-mathematicians and practitioners. All chapters include practical exercises that highlight applications in different multivariate data analysis fields, and all the examples involve high to ultra-high dimensions and represent a number of major fields in big data analysis.For this new edition, the book has been updated and extensively revised and now includes an extended chapter on cluster analysis. All solutions to the exercises are supplemented by R and MATLAB or SAS computer code and can be downloaded from the Quantlet platform. Prac…
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Produktdetails
Weitere Autoren: Simar, Léopold
- ISBN: 978-3-030-26006-4
- EAN: 9783030260064
- Produktnummer: 33143234
- Verlag: Springer-Verlag GmbH
- Sprache: Englisch
- Erscheinungsjahr: 2019
- Seitenangabe: 558 S.
- Plattform: PDF
- Masse: 18'663 KB
- Auflage: 5th ed. 2019
- Abbildungen: 135 schwarz-weiße und 308 farbige Abbildungen, 125 farbige Tabellen, Bibliographie
Über den Autor
Wolfgang Karl Härdle is the Ladislaus von Bortkiewicz Emeritus Professor of Statistics at the Humboldt-Universität zu Berlin, Germany. He is the spokesperson and coordinator of the IRTG 1792 High Dimensional Non-stationary Time Series. He is also a Professor at the Faculty of Mathematics and Physics at the Charles University in Prague, Czech Republic. He teaches quantitative finance and semi-parametric statistics. His research focuses on dynamic factor models, multivariate statistics in finance and computational statistics. He is an elected member of the ISI (International Statistical Institute) and advisor to WISE, Xiamen University, China.Léopold Simar is an Emeritus Professor of Statistics at UCLouvain, Louvain-la-Neuve, Belgium. He has taught mathematical statistics, multivariate analysis, bootstrap methods in statistics and econometrics at several European universities. His research focuses on non-parametric and semi-parametric methods and bootstrap techniques in statistics and econometrics. He is an elected member of the ISI and the past president of the Belgian Statistical Society, and is a regular Visiting Professor at the Sapienza University of Rome, Italy and at the Toulouse School of Economics, France.
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