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Statistical Data Analysis for the Physical Sciences / Adrian Bevan, Queen Mary, University of London.
Author
Bevan, Adrian
[Browse]
Format
Book
Language
English
Published/Created
Cambridge : Cambridge University Press, 2013.
Description
xi, 220 pages : illustrations ; 26 cm
Availability
Available Online
Ebook Central Perpetual, DDA and Subscription Titles
Copies in the Library
Location
Call Number
Status
Location Service
Notes
Lewis Library - Stacks
QC174.8 .B48 2013
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Details
Subject(s)
Physical sciences
—
Statistical methods
[Browse]
Physical sciences
—
Experiments
—
Data processing
[Browse]
Summary note
"Data analysis lies at the heart of every experimental science. Providing a modern introduction to statistics, this book is ideal for undergraduates in physics. It introduces the necessary tools required to analyse data from experiments across a range of areas, making it a valuable resource for students. In addition to covering the basic topics, the book also tekas in advanced and modern subjects, such as neural networks, decision trees, fitting techniques, and issues concerning limit or interval setting. Worked examples and case studies illustrate the techniques presented, and end-of-chapter exercises help test the reader's understanding of the material."--Back cover.
Bibliographic references
Includes bibliographical references (p. 216-217) and index.
Contents
Introduction
Sets
Probability
Visualising and quantifying the properties of data
Useful distributions
Uncertainty and errors
Confidence intervals
Hypothesis testing
Fitting
Multivariate analysis
Appendix A. Glossary
Appendix B. Probability density functions
Appendix C. Numerical integration methods
Appendix D. Solutions
Appendix E. Reference tables
References
Index.
Show 14 more Contents items
ISBN
1107030013
9781107030015
9781107670341
1107670349
LCCN
2013427787
OCLC
841794250
Statement on language in description
Princeton University Library aims to describe library materials in a manner that is respectful to the individuals and communities who create, use, and are represented in the collections we manage.
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Statistical Data Analysis for the Physical Sciences / Adrian Bevan, Queen Mary, University of London. [electronic resource]
id
99125343915806421