E Book

Classical Methods of Statistics

---

Elements of Probability Theory -- Elements of Statistical Theory -- Applied Linear Regression -- Profile Analysis -- Discriminant Analysis -- Statistical Software -- Annotated Plasma Physical Datasets.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.

---

Ketersediaan

Tidak ada salinan data

Informasi Detail

Judul Seri

-

No. Panggil

-

Penerbit

Berlin : Springer., 2005

Deskripsi Fisik

XIII, 388 p.online resource.

Bahasa

English

ISBN/ISSN

9783540292883

Klasifikasi

530.1

Tipe Isi

-

Tipe Media

-

Tipe Pembawa

-

Edisi

1st ed.

Subjek

Applied mathematics.
Engineering mathematics.
Statistics .
Probabilities.
Probability Theory and Stochastic Processes.
Mathematical physics.
Applications of Mathematics.
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Theoretical, Mathematical and Computational Physics.
Nuclear fusion.
Particle acceleration.
Particle Acceleration and Detection, Beam Physics.

Info Detail Spesifik

-

Pernyataan Tanggungjawab

Otto J.W.F. Kardaun.

Versi lain/terkait

Lampiran Berkas

Komentar

---

Anda harus masuk sebelum memberikan komentar