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.
Produktkennzeichnungen
ISBN-10
3540211152
ISBN-13
9783540211150
eBay Product ID (ePID)
30838777
Produkt Hauptmerkmale
Produktart
Lehrbuch
Sprache
Englisch
Anzahl der Seiten
Xiii Seiten
Verlag
Springer-Verlag Gmbh, Springer Berlin
Publikationsname
Classical Methods of Statistics
Autor
Otto J. Kardaun
Format
Gebundene Ausgabe
Erscheinungsjahr
2005
Zusätzliche Produkteigenschaften
Hörbuch
No
Inhaltsbeschreibung
Book,Cd-Rom
Item Length
24cm
Item Height
3cm
Item Width
16cm
Item Weight
739g
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