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Carte Classical Methods of Statistics O. J. W. F. Kardaun

Classical Methods of Statistics

With Applications in Fusion Oriented Experimental Plasma Physics

Autor: O. J. W. F. Kardaun
Limbă: engleză
Legare: Copertă tare
Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Disponibilitate: În depozitul extern în cantități mici
Expediem în 13-18 zile
580.45 lei
Classical Methods of Statistics is a blend of theory and practical statistical methods written for g...

Informații despre carte

Autor
O. J. W. F. Kardaun
Limbă
engleză
Legare
Carte - Copertă tare
Publicat
2005
Pagini
388
EAN
9783540211150
ISBN
3540211152
Enbook ID
01559107
Editura
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Greutate
1640
Dimensiuni
155 x 235 x 32

Descriere completă

Classical Methods of Statistics is a blend of theory and practical statistical methods written for graduate students and researchers interested in applications to plasma physics and its experimental aspects. It can also fruitfully be used by students majoring in probability theory and statistics. In the first part, the mathematical framework and some of the history of the subject are described. Many exercises help readers to understand the underlying concepts. In the second part, two case studies are presented exemplifying discriminant analysis and multivariate profile analysis. The introductions of these case studies outline contextual magnetic plasma fusion research. In the third part, an overview of statistical software is given and, in particular, SAS and S-PLUS are discussed. In the last chapter, several datasets with guided exercises, predominantly from the ASDEX Upgrade tokamak, are included and their physical background is concisely described. The book concludes with a list of essential keyword translations. TOC: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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