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Classical Methods of Statistics by Otto J.W.F. Kardaun
Classical Methods of Statistics by Otto J.W.F. Kardaun
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Classical Methods of Statistics

With Applications in Fusion-Oriented Plasma Physics
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Description

Classical Methods of Statistics is a guidebook combining theory and practical methods. It is especially conceived for graduate students and scientists who are interested in the applications of statistical methods to plasma physics. Thus it provides also concise information on experimental aspects of fusion-oriented plasma physics. In view of the first three basic chapters it can be fruitfully used by students majoring in probability theory and statistics. The first part deals with the mathematical foundation and framework of the subject. Some attention is given to the historical background. Exercises are added to help readers understand the underlying concepts. In the second part, two major case studies are presented which exemplify the areas of discriminant analysis and multivariate profile analysis, respectively. To introduce these case studies, an outline is provided of the context of magnetic plasma fusion research. In the third part an overview is given of statistical software; separate attention is devoted to SAS and S-PLUS. The final chapter presents several datasets and gives a description of their physical setting. Most of these datasets were assembled at the ASDEX Upgrade Tokamak. All of them are accompanied by exercises in form of guided (minor) case studies. The book concludes with translations of key concepts into several languages.
Release date NZ
September 23rd, 2014
Audiences
  • Postgraduate, Research & Scholarly
  • Professional & Vocational
Edition
2005 ed.
Illustrations
25 Tables, black and white; XIII, 388 p.
Pages
388
Dimensions
155x235x21
ISBN-13
9783642439797
Product ID
23772072

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Classical Methods of Statistics on Hardback by Otto J.W.F. Kardaun
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Classical Methods of Statistics
by Otto J.W.F. Kardaun ~ Hardback
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