Probability and Statistics in Experimental Physics

Language: English

Published by Springer New York, Springer US Jun 2001, 2001

0387951636 / 9780387951638

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This item is printed on demand - Print on Demand Titel. Neuware -Intended for advanced undergraduates and graduate students, this book is a practical guide to the use of probability and statistics in experimental physics. The emphasis is on applications and understanding, on theorems and techniques actually used in research. The text is not a comprehensive text in probability and statistics; proofs are sometimes omitted if they do not contribute to intuition in understanding the theorem. The problems, some with worked solutions, introduce the student to the use of computers; occasional reference is made to routines available in the CERN library, but other systems, such as Maple, can also be used. Topics covered include: basic concepts; definitions; some simple results independent of specific distributions; discrete distributions; the normal and other continuous distributions; generating and characteristic functions; the Monte Carlo method and computer simulations; multi-dimensional distributions; the central limit theorem; inverse probability and confidence belts; estimation methods; curve fitting and likelihood ratios; interpolating functions; fitting data with constraints; robust estimation methods. This second edition introduces a new method for dealing with small samples, such as may arise in search experiments, when the data are of low probability. It also includes a new chapter on queuing problems (including a simple, but useful buffer length example). In addition new sections discuss over- and under-coverage using confidence belts, the extended maximum-likelihood method, the use of confidence belts for discrete distributions, estimation of correlation coefficients, and the effective variance method for fitting y = f(x) when both x and y have measurement errors.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 268 pp. Englisch.

Seller Inventory # 9780387951638

Title
Probability and Statistics in Experimental Physics
Author
Byron P. Roe
Publisher
Springer New York, Springer US Jun 2001
Publication year
2001
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0387951636
ISBN 13
9780387951638
Edition
2nd Edition
Item weight
571 grams
Dimensions
241x160x21 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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