Classical Methods Of Statistics - Kardaun Otto J.W.F. | Libro Springer 09/2014 - HOEPLI.it


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Classical Methods of Statistics With Applications in Fusion-Oriented Plasma Physics




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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 09/2014
Edizione: 2005





Trama

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.





Sommario

Elements of Probability Theory.- Elements of Statistical Theory.- Applied Linear Regression.- Profile Analysis.- Discriminant Analysis.- Statistical Software.- Annotated Exercise Datasets.- Some Annotated Statistical Literature.- Keywords.- References.- Index.







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Altre Informazioni

ISBN:

9783642439797

Condizione: Nuovo
Dimensioni: 235 x 155 mm Ø 617 gr
Formato: Brossura
Pagine Arabe: 388
Pagine Romane: xiii






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