Siegmund Brandt: Data Analysis | Taschenbuch

Cover: 9783319347790 | Data Analysis | Siegmund Brandt | Taschenbuch | Paperback | xx | 2017

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Sprache: Englisch

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Beschreibung

The fourth edition of this successful textbook presents a comprehensive introduction to statistical and numerical methods for the evaluation of empirical and experimental data. Equal weight is given to statistical theory and practical problems. The concise mathematical treatment of the subject matter is illustrated by many examples and for the present edition a library of Java programs has been developed. It comprises methods of numerical data analysis and graphical representation as well as many example programs and solutions to programming problems.
The book is conceived both as an introduction and as a work of reference. In particular it addresses itself to students, scientists and practitioners in science and engineering as a help in the analysis of their data in laboratory courses, in working for bachelor or master degrees, in thesis work, and in research and professional work.

Über den Autor

Siegmund Brandt is Emeritus Professor of Physics at the University of Siegen. With his group he worked on experiments in elementary-particle physics at the research centers DESY in Hamburg and CERN in Geneva in which the analysis of the experimental data plays an important role. He is author or coauthor of textbooks which have appeared in ten languages.

Zusammenfassung

Provides rigorous mathematical treatment of practical statistical methods for data analysis

Serves as a graduate textbook and reference guide for those interested in the fundamentals of data analysis

Useful for all fields of science and engineering requiring an understanding of statistical methods applied to experimental data

Includes example programs and solutions to programming problems which are written in the modern computer language Java

Modernizes the content in the previous edition and shortens the length of the text

Includes supplementary material: [...]

Inhaltsverzeichnis

Introduction.- Probabilities.- Random Variables: Distributions.- Computer-Generated Random Numbers: The Monte Carlo Method.- Some Important Distributions and Theorems.- Samples.- The Method of Maximum Likelihood.- Testing Statistical Hypotheses.- The Method of Least Squares.- Function Minimization.- Analysis of Variance.- Linear and Polynomial Regression.- Time-Series Analysis.- A) Matrix Calculations.- B) Combinatorics.- C) Formulas and Methods for the Computation of Statistical Functions.- D) The Gamma Function and Related Functions: Methods and Programs for their Computation.- E) Utility Programs.- F) The Graphics Class DatanGraphics.- G) Problems, Hints and Solutions and Programming Problems.- H) Collection of Formulas.- I) Statistical Formulas.- List of Computer Programs.

Details

Erscheinungsjahr:	2017
Fachbereich:	Theoretische Physik
Genre:	Physik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xx 523 S. 134 s/w Illustr. 523 p. 134 illus.
ISBN-13:	9783319347790
ISBN-10:	3319347799
Sprache:	Englisch
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Autor:	Brandt, Siegmund
Auflage:	Softcover reprint of the original 4th ed. 2014
Hersteller:	Springer International Publishing Springer International Publishing AG
Maße:	254 x 178 x 30 mm
Von/Mit:	Siegmund Brandt
Erscheinungsdatum:	30.04.2017
Gewicht:	1,011 kg

Artikel-ID: 109009598