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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.

Data Analysis in High Energy Physics

2013-08-30 Science
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Release : 2013-08-30
Genre : Science
Kind : eBook
Book Rating : 430/5 ( reviews)

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Book Synopsis Data Analysis in High Energy Physics by : Olaf Behnke

Download or read book Data Analysis in High Energy Physics written by Olaf Behnke. This book was released on 2013-08-30. Available in PDF, EPUB and Kindle. Book excerpt: This practical guide covers the essential tasks in statistical data analysis encountered in high energy physics and provides comprehensive advice for typical questions and problems. The basic methods for inferring results from data are presented as well as tools for advanced tasks such as improving the signal-to-background ratio, correcting detector effects, determining systematics and many others. Concrete applications are discussed in analysis walkthroughs. Each chapter is supplemented by numerous examples and exercises and by a list of literature and relevant links. The book targets a broad readership at all career levels - from students to senior researchers. An accompanying website provides more algorithms as well as up-to-date information and links. * Free solutions manual available for lecturers at www.wiley-vch.de/supplements/

A Practical Guide to Scientific Data Analysis

2009-12-10 Science
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Release : 2009-12-10
Genre : Science
Kind : eBook
Book Rating : 81X/5 ( reviews)

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Book Synopsis A Practical Guide to Scientific Data Analysis by : David J. Livingstone

Download or read book A Practical Guide to Scientific Data Analysis written by David J. Livingstone. This book was released on 2009-12-10. Available in PDF, EPUB and Kindle. Book excerpt: Inspired by the author's need for practical guidance in the processes of data analysis, A Practical Guide to Scientific Data Analysis has been written as a statistical companion for the working scientist. This handbook of data analysis with worked examples focuses on the application of mathematical and statistical techniques and the interpretation of their results. Covering the most common statistical methods for examining and exploring relationships in data, the text includes extensive examples from a variety of scientific disciplines. The chapters are organised logically, from planning an experiment, through examining and displaying the data, to constructing quantitative models. Each chapter is intended to stand alone so that casual users can refer to the section that is most appropriate to their problem. Written by a highly qualified and internationally respected author this text: Presents statistics for the non-statistician Explains a variety of methods to extract information from data Describes the application of statistical methods to the design of “performance chemicals” Emphasises the application of statistical techniques and the interpretation of their results Of practical use to chemists, biochemists, pharmacists, biologists and researchers from many other scientific disciplines in both industry and academia.

Data Analysis for Physical Scientists

2012-02-16 Science
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Release : 2012-02-16
Genre : Science
Kind : eBook
Book Rating : 455/5 ( reviews)

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Book Synopsis Data Analysis for Physical Scientists by : Les Kirkup

Download or read book Data Analysis for Physical Scientists written by Les Kirkup. This book was released on 2012-02-16. Available in PDF, EPUB and Kindle. Book excerpt: The ability to summarise data, compare models and apply computer-based analysis tools are vital skills necessary for studying and working in the physical sciences. This textbook supports undergraduate students as they develop and enhance these skills. Introducing data analysis techniques, this textbook pays particular attention to the internationally recognised guidelines for calculating and expressing measurement uncertainty. This new edition has been revised to incorporate Excel® 2010. It also provides a practical approach to fitting models to data using non-linear least squares, a powerful technique which can be applied to many types of model. Worked examples using actual experimental data help students understand how the calculations apply to real situations. Over 200 in-text exercises and end-of-chapter problems give students the opportunity to use the techniques themselves and gain confidence in applying them. Answers to the exercises and problems are given at the end of the book.

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.

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