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Data Analysis

Name: Data Analysis
Brand: Springer-Verlag New York Inc.
SKU: 06795112
Price: 58.57 EUR
Availability: InStock
Author: Siegmund Brandt
ISBN: 9781461271475

Statistical and Computational Methods for Scientists and Engineers

Siegmund Brandt

Language

English

Book Paperback

Libristo code: 06795112

Publishers Springer-Verlag New York Inc., October 2012

Bridging the gap between statistical theory and physical experiment, this is a thorough introduction... Full description

Libristo code: 06795112

141 b

58.57 €

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Bridging the gap between statistical theory and physical experiment, this is a thorough introduction to the statistical methods used in the experimental physical sciences and to the numerical methods used to implement them. The treatment emphasises concise but rigorous mathematics but always retains its focus on applications. Readers are assumed to have a sound basic knowledge of differential and integral calculus and some knowledge of vectors and matrices. After an introduction to probability, random variables, computer generation of random numbers and important distributions, the book turns to statistical samples, the maximum likelihood method, and the testing of statistical hypotheses. The discussion concludes with several important statistical methods: least squares, analysis of variance, polynomial regression, and analysis of time series. Appendices provide the necessary methods of matrix algebra, combinatorics, and many sets of useful algorithms and formulae.