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A Student's Guide to Data and Error Analysis

2011-04-07 Technology & Engineering
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Release : 2011-04-07
Genre : Technology & Engineering
Kind : eBook
Book Rating : 927/5 ( reviews)

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Book Synopsis A Student's Guide to Data and Error Analysis by : Herman J. C. Berendsen

Download or read book A Student's Guide to Data and Error Analysis written by Herman J. C. Berendsen. This book was released on 2011-04-07. Available in PDF, EPUB and Kindle. Book excerpt: All students taking laboratory courses within the physical sciences and engineering will benefit from this book, whilst researchers will find it an invaluable reference. This concise, practical guide brings the reader up-to-speed on the proper handling and presentation of scientific data and its inaccuracies. It covers all the vital topics with practical guidelines, computer programs (in Python), and recipes for handling experimental errors and reporting experimental data. In addition to the essentials, it also provides further background material for advanced readers who want to understand how the methods work. Plenty of examples, exercises and solutions are provided to aid and test understanding, whilst useful data, tables and formulas are compiled in a handy section for easy reference.

A Student's Guide to Data and Error Analysis

2011-04-07 Technology & Engineering
Download A Student's Guide to Data and Error Analysis PDF Online Free

Author :
Release : 2011-04-07
Genre : Technology & Engineering
Kind : eBook
Book Rating : 855/5 ( reviews)

GET EBOOK


Book Synopsis A Student's Guide to Data and Error Analysis by : Herman J. C. Berendsen

Download or read book A Student's Guide to Data and Error Analysis written by Herman J. C. Berendsen. This book was released on 2011-04-07. Available in PDF, EPUB and Kindle. Book excerpt: All students taking laboratory courses within the physical sciences and engineering will benefit from this book, whilst researchers will find it an invaluable reference. This concise, practical guide brings the reader up-to-speed on the proper handling and presentation of scientific data and its inaccuracies. It covers all the vital topics with practical guidelines, computer programs (in Python), and recipes for handling experimental errors and reporting experimental data. In addition to the essentials, it also provides further background material for advanced readers who want to understand how the methods work. Plenty of examples, exercises and solutions are provided to aid and test understanding, whilst useful data, tables and formulas are compiled in a handy section for easy reference.

An Introduction to Error Analysis

1997-01-01 Mathematics
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Release : 1997-01-01
Genre : Mathematics
Kind : eBook
Book Rating : 422/5 ( reviews)

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Book Synopsis An Introduction to Error Analysis by : John Robert Taylor

Download or read book An Introduction to Error Analysis written by John Robert Taylor. This book was released on 1997-01-01. Available in PDF, EPUB and Kindle. Book excerpt: Problems after each chapter

Measurements and their Uncertainties

2010-07-02 Science
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Release : 2010-07-02
Genre : Science
Kind : eBook
Book Rating : 565/5 ( reviews)

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Book Synopsis Measurements and their Uncertainties by : Ifan Hughes

Download or read book Measurements and their Uncertainties written by Ifan Hughes. This book was released on 2010-07-02. Available in PDF, EPUB and Kindle. Book excerpt: This hands-on guide is primarily intended to be used in undergraduate laboratories in the physical sciences and engineering. It assumes no prior knowledge of statistics. It introduces the necessary concepts where needed, with key points illustrated with worked examples and graphic illustrations. In contrast to traditional mathematical treatments it uses a combination of spreadsheet and calculus-based approaches, suitable as a quick and easy on-the-spot reference. The emphasis throughout is on practical strategies to be adopted in the laboratory. Error analysis is introduced at a level accessible to school leavers, and carried through to research level. Error calculation and propagation is presented though a series of rules-of-thumb, look-up tables and approaches amenable to computer analysis. The general approach uses the chi-square statistic extensively. Particular attention is given to hypothesis testing and extraction of parameters and their uncertainties by fitting mathematical models to experimental data. Routines implemented by most contemporary data analysis packages are analysed and explained. The book finishes with a discussion of advanced fitting strategies and an introduction to Bayesian analysis.

A Practical Guide to Data Analysis for Physical Science Students

1991-11-29 Science
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Release : 1991-11-29
Genre : Science
Kind : eBook
Book Rating : 639/5 ( reviews)

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Book Synopsis A Practical Guide to Data Analysis for Physical Science Students by : Louis Lyons

Download or read book A Practical Guide to Data Analysis for Physical Science Students written by Louis Lyons. This book was released on 1991-11-29. Available in PDF, EPUB and Kindle. Book excerpt: It is usually straightforward to calculate the result of a practical experiment in the laboratory. Estimating the accuracy of that result is often regarded by students as an obscure and tedious routine, involving much arithmetic. An estimate of the error is, however, an integral part of the presentation of the results of experiments. This textbook is intended for undergraduates who are carrying out laboratory experiments in the physical sciences for the first time. It is a practical guide on how to analyse data and estimate errors. The necessary formulas for performing calculations are given, and the ideas behind them are explained, although this is not a formal text on statistics. Specific examples are worked through step by step in the text. Emphasis is placed on the need to think about whether a calculated error is sensible. At first students should take this book with them to the laboratory, and the format is intended to make this convenient. The book will provide the necessary understanding of what is involved, should inspire confidence in the method of estimating errors, and enable numerical calculations without too much effort. The author's aim is to make practical classes more enjoyable. Students who use this book will be able to complete their calculations quickly and confidently, leaving time to appreciate the basic physical ideas involved in the experiments.

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