A Student S Guide To Data And Error Analysis

Author : Herman J. C. Berendsen
Publisher : Cambridge University Press
Page : 239 pages
File Size : 47,7 Mb
Release : 2011-04-07
Category : Technology & Engineering
ISBN : 9781139497855

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

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.

Author : Herman J. C. Berendsen
Publisher : Cambridge University Press
Page : 238 pages
File Size : 41,7 Mb
Release : 2011-04-07
Category : Technology & Engineering
ISBN : 0521134927

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

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.

Author : Louis Lyons
Publisher : Cambridge University Press
Page : 116 pages
File Size : 41,8 Mb
Release : 1991-11-29
Category : Science
ISBN : 0521424631

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A Practical Guide to Data Analysis for Physical Science Students by Louis Lyons Pdf

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.

Author : John Robert Taylor
Publisher : Univ Science Books
Page : 327 pages
File Size : 49,9 Mb
Release : 1997-01-01
Category : Mathematics
ISBN : 0935702423

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An Introduction to Error Analysis by John Robert Taylor Pdf

Problems after each chapter

Author : Berendsen
Publisher : Unknown
Page : 128 pages
File Size : 40,5 Mb
Release : 2024-05-21
Category : Electronic
ISBN : 1107617103

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A Students Guide To Data And Error Analysis South Asian Edition by Berendsen Pdf

Author : Philip R. Bevington,D. Keith Robinson
Publisher : McGraw-Hill Science, Engineering & Mathematics
Page : 362 pages
File Size : 46,5 Mb
Release : 1992
Category : Mathematics
ISBN : STANFORD:36105008520582

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Data Reduction and Error Analysis for the Physical Sciences by Philip R. Bevington,D. Keith Robinson Pdf

This book is designed as a laboratory companion, student textbook or reference book for professional scientists. The text is for use in one-term numerical analysis, data and error analysis, or computer methods courses, or for laboratory use. It is for the sophomore-junior level, and calculus is a prerequisite. The new edition includes applications for PC use.

Author : Faith A. Morrison
Publisher : Cambridge University Press
Page : 389 pages
File Size : 41,8 Mb
Release : 2021-01-07
Category : Computers
ISBN : 9781108478359

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Uncertainty Analysis for Engineers and Scientists by Faith A. Morrison Pdf

Build the skills for determining appropriate error limits for quantities that matter with this essential toolkit. Understand how to handle a complete project and how uncertainty enters into various steps. Provides a systematic, worksheet-based process to determine error limits on measured quantities, and all likely sources of uncertainty are explored, measured or estimated. Features instructions on how to carry out error analysis using Excel and MATLAB®, making previously tedious calculations easy. Whether you are new to the sciences or an experienced engineer, this useful resource provides a practical approach to performing error analysis. Suitable as a text for a junior or senior level laboratory course in aerospace, chemical and mechanical engineering, and for professionals.

Author : William Lichten
Publisher : Addison-Wesley
Page : 214 pages
File Size : 49,6 Mb
Release : 1999
Category : CD-ROMs
ISBN : CORNELL:31924102145863

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Data and Error Analysis by William Lichten Pdf

For the lab/experimentation course in physics depts. and/or any course in physics, chemistry, geology, etc. with a lab component focusing on data and error analysis. Designed to help science students process data without lengthy and boring computations, this text/disk package provides useful algorithms and programs that allow students to do analysis more quickly than was previously possible. Using a "learn by doing" approach, it provides simple, handy rules for handling data and estimating errors both by graphical and analytic methods without long discussions and involved theoretical derivations.

Author : Ifan Hughes,Thomas Hase
Publisher : OUP Oxford
Page : 152 pages
File Size : 40,6 Mb
Release : 2010-07-02
Category : Science
ISBN : 9780191576560

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Measurements and their Uncertainties by Ifan Hughes,Thomas Hase Pdf

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.

Author : Don S. Lemons
Publisher : Cambridge University Press
Page : 115 pages
File Size : 53,6 Mb
Release : 2017-03-16
Category : Science
ISBN : 9781107161153

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A Student's Guide to Dimensional Analysis by Don S. Lemons Pdf

This introduction to dimensional analysis covers the methods, history and formalisation of the field. Utilising topics including mechanics, hydro- and electrodynamics, and thermal and quantum physics, it illustrates the possibilities and limitations of dimensional analysis, making it perfect for students on introductory courses in physics, engineering and mathematics.

Author : Maxwell Roberts,Riccardo Russo
Publisher : Routledge
Page : 286 pages
File Size : 50,7 Mb
Release : 2014-06-03
Category : Psychology
ISBN : 9781317725060

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A Student's Guide to Analysis of Variance by Maxwell Roberts,Riccardo Russo Pdf

In the investigation of human behaviour, statistical techniques are employed widely in the social sciences. Whilst introductory statistics courses cover essential techniques, the complexities of behaviour demand that more flexible and comprehensive methods are also employed. Analysis of Variance (ANOVA) has become one of the most common of these and it is therefore essential for both student and researcher to have a thorough understanding of it. A Student's Guide to Analysis of Variance covers a range of statistical techniques associated with ANOVA, including single and multiple factor designs, various follow-up procedures such as post-hoc tests, and how to make sense of interactions. Suggestions on the best use of techniques and advice on how to avoid the pitfalls are included, along with guidelines on the writing of formal reports. Introductory level topics such as standard deviation, standard error and t-tests are revised, making this book an invaluable aid to all students for whom ANOVA is a compulsory topic. It will also serve as a useful refresher for the more advanced student and practising researcher.

Author : Ian H. Hutchinson
Publisher : Cambridge University Press
Page : 223 pages
File Size : 43,7 Mb
Release : 2015-04-30
Category : Computers
ISBN : 9781107095670

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A Student's Guide to Numerical Methods by Ian H. Hutchinson Pdf

The plain language style, worked examples and exercises in this book help students to understand the foundations of computational physics and engineering.

Author : Carey Witkov,Keith Zengel
Publisher : Oxford University Press
Page : 112 pages
File Size : 49,8 Mb
Release : 2019-09-12
Category : Science
ISBN : 9780192586605

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Chi-Squared Data Analysis and Model Testing for Beginners by Carey Witkov,Keith Zengel Pdf

Recent groundbreaking discoveries in physics, including the discovery of the Higgs Boson and gravitational waves, have relied on chi-squared analysis and model testing, a data analysis method. This is the first book to make chi-squared model testing accessible to students in introductory physics lab courses and others who need to learn this method, such as beginning researchers in astrophysics and particle physics, beginners in data science, and lab students in other experimental sciences. For over a decade, Harvard University's introductory physics lab sequence has made chi-squared model testing its central theme. Written by two faculty members, the book is based on years of experience teaching students learn how to think like scientists by testing their models using chi-squared analysis. By including uncertainties in the curve fitting technique, chi-squared data analysis improves on the centuries old ordinary least squares and linear regression methods and combines best fit parameter estimation and model testing in one method. A toolkit of essential statistical and experimental concepts is developed from the ground up with novel features to interest even those familiar with the material. The presentation of one and two parameter chi-squared model testing, requiring only elementary probability and algebra, is followed by case studies that apply the methods to simple introductory physics lab experiments. More challenging topics requiring calculus are addressed in an advanced topic chapter. This self-contained and student-friendly introduction includes a glossary, end of chapter problems with complete solutions, and software scripts available in several popular programming languages that the reader can use for chi-squared model testing.

Author : Jesse M. Kinder,Philip Nelson
Publisher : Princeton University Press
Page : 241 pages
File Size : 46,7 Mb
Release : 2021-08-03
Category : Science
ISBN : 9780691223667

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A Student's Guide to Python for Physical Modeling by Jesse M. Kinder,Philip Nelson Pdf

A fully updated tutorial on the basics of the Python programming language for science students Python is a computer programming language that has gained popularity throughout the sciences. This fully updated second edition of A Student's Guide to Python for Physical Modeling aims to help you, the student, teach yourself enough of the Python programming language to get started with physical modeling. You will learn how to install an open-source Python programming environment and use it to accomplish many common scientific computing tasks: importing, exporting, and visualizing data; numerical analysis; and simulation. No prior programming experience is assumed. This guide introduces a wide range of useful tools, including: Basic Python programming and scripting Numerical arrays Two- and three-dimensional graphics Animation Monte Carlo simulations Numerical methods, including solving ordinary differential equations Image processing Numerous code samples and exercises—with solutions—illustrate new ideas as they are introduced. This guide also includes supplemental online resources: code samples, data sets, tutorials, and more. This edition includes new material on symbolic calculations with SymPy, an introduction to Python libraries for data science and machine learning (pandas and sklearn), and a primer on Python classes and object-oriented programming. A new appendix also introduces command line tools and version control with Git.

Author : Les Kirkup
Publisher : Cambridge University Press
Page : 239 pages
File Size : 44,6 Mb
Release : 2019-09-05
Category : Science
ISBN : 9781108418461

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Experimental Methods for Science and Engineering Students by Les Kirkup Pdf

An overview of experimental methods providing practical advice to students seeking guidance with their experimental work.