Introduction To Statistics And Data Analysis For Physicists Fourth Edition
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Introduction To Statistics And Data Analysis For Physicists Fourth Edition
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Author : GERHARD. ZECH BOHM (GUNTER.)
language : en
Publisher:
Release Date : 2025-08-09
Introduction To Statistics And Data Analysis For Physicists Fourth Edition written by GERHARD. ZECH BOHM (GUNTER.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-09 with Science categories.
The tools of statistical analysis for experiments in modern physical applications are increasingly sophisticated and specific tools are needed to reliably extract results from complex data. This textbook thus presents a comprehensive treatment of the topic for the practicing physicist, focusing less on mathematical foundations but appealing to intuitive techniques with a large number of examples.This fourth edition is greatly expanded with new sub-topics not covered in standard textbooks. We begin with fundamental probability concepts and measurement errors, continuing to the indispensable Monte Carlo simulation. Likelihood and its underlying likelihood principle are explored, serving as bases for the sections on parameter inference and the treatment of distorted data. Topics like hypothesis testing, the statistics of weighted events, the elimination of nuisance parameters, and deconvolution are updated with new developments. Final chapters introduce other advanced techniques such as statistical learning and bootstrap sampling.Developed and greatly expanded from a graduate course at the University of Siegen, this book serves as an essential resource for all graduate students and researchers seeking a rigorous foundation in statistical methods for experimental physics, especially those in nuclear, particle and astrophysics.
Introduction To Statistics And Data Analysis For Physicists
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Author : Gerhard Bohm
language : de
Publisher:
Release Date : 2010
Introduction To Statistics And Data Analysis For Physicists written by Gerhard Bohm and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with categories.
Mathematical Physics 4th Edition
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Author : Gupta B.D.
language : en
Publisher: Vikas Publishing House
Release Date : 2021
Mathematical Physics 4th Edition written by Gupta B.D. and has been published by Vikas Publishing House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Science categories.
Mathematics is an essential ingredient in the education of a student of mathematics or physics of a professional physicist, indeed in the education of any professional scientist or engineer. The purpose of Mathematical Physics is to provide a comprehensive study of the mathematics underlying theoretical physics at the level of graduate and postgraduate students and also have enough depth for others interested in higher level mathematics relevant to specialized fields. It is also intended to serve the research scientist or engineer who needs a quick refresher course in the subject. The Fourth Edition of the book has been thoroughly revised and updated keeping in mind the requirements of students and the latest UGC syllabus.
Data Analysis
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Author : Siegmund Brandt
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Data Analysis written by Siegmund Brandt and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Science categories.
1. 1 Typical Problems of Data Analysis Every branch of experimental science, after passing through an early stage of qualitative description, concerns itself with quantitative studies of the phe nomena of interest, i. e. , measurements. In addition to designing and carrying out the experiment, an importal1t task is the accurate evaluation and complete exploitation of the data obtained. Let us list a few typical problems. 1. A study is made of the weight of laboratory animals under the influence of various drugs. After the application of drug A to 25 animals, an average increase of 5 % is observed. Drug B, used on 10 animals, yields a 3 % increase. Is drug A more effective? The averages 5 % and 3 % give practically no answer to this question, since the lower value may have been caused by a single animal that lost weight for some unrelated reason. One must therefore study the distribution of individual weights and their spread around the average value. Moreover, one has to decide whether the number of test animals used will enable one to differentiate with a certain accuracy between the effects of the two drugs. 2. In experiments on crystal growth it is essential to maintain exactly the ratios of the different components. From a total of 500 crystals, a sample of 20 is selected and analyzed.
An Invitation To Probability And Data Analysis For Physicists
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Author : Roberto Piazza
language : en
Publisher: Springer Nature
Release Date : 2025-04-02
An Invitation To Probability And Data Analysis For Physicists written by Roberto Piazza and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-02 with Technology & Engineering categories.
This book is an introduction to probability, statistics, data analysis, and hypothesis testing in physics. It is designed to be taught at different levels, from basic to advanced, and to be enjoyed by anyone doing research in the physical sciences or related subjects. It aims to be a companion in a journey leading the reader to appreciate and enjoy the major role of these subjects in all aspects of the physical sciences. With specific examples, the book encourages readers to meditate on the distinctive meaning of probability in classical and quantum physics. The author draws on his teaching experience in statistical physics and data analysis, as well as his research work in fields like complex systems and soft matter, to provide a comprehensive introduction to statistical methods.
Data Analysis For Scientists And Engineers
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Author : Edward L. Robinson
language : en
Publisher: Princeton University Press
Release Date : 2016-09-20
Data Analysis For Scientists And Engineers written by Edward L. Robinson and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-20 with Science categories.
Data Analysis for Scientists and Engineers is a modern, graduate-level text on data analysis techniques for physical science and engineering students as well as working scientists and engineers. Edward Robinson emphasizes the principles behind various techniques so that practitioners can adapt them to their own problems, or develop new techniques when necessary. Robinson divides the book into three sections. The first section covers basic concepts in probability and includes a chapter on Monte Carlo methods with an extended discussion of Markov chain Monte Carlo sampling. The second section introduces statistics and then develops tools for fitting models to data, comparing and contrasting techniques from both frequentist and Bayesian perspectives. The final section is devoted to methods for analyzing sequences of data, such as correlation functions, periodograms, and image reconstruction. While it goes beyond elementary statistics, the text is self-contained and accessible to readers from a wide variety of backgrounds. Specialized mathematical topics are included in an appendix. Based on a graduate course on data analysis that the author has taught for many years, and couched in the looser, workaday language of scientists and engineers who wrestle directly with data, this book is ideal for courses on data analysis and a valuable resource for students, instructors, and practitioners in the physical sciences and engineering. In-depth discussion of data analysis for scientists and engineers Coverage of both frequentist and Bayesian approaches to data analysis Extensive look at analysis techniques for time-series data and images Detailed exploration of linear and nonlinear modeling of data Emphasis on error analysis Instructor's manual (available only to professors)
Data Analysis For Physical Scientists
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Author : Les Kirkup
language : en
Publisher: Cambridge University Press
Release Date : 2012-02-16
Data Analysis For Physical Scientists written by Les Kirkup and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-16 with Computers categories.
Introducing data analysis techniques to help undergraduate students develop the tools necessary for studying and working in the physical sciences.
Data Analysis With Excel
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Author : Les Kirkup
language : en
Publisher: Cambridge University Press
Release Date : 2002-03-07
Data Analysis With Excel written by Les Kirkup and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-03-07 with Computers categories.
An essential introduction to data analysis techniques using spreadsheets, for undergraduate and graduate students.
Gas Turbine Combustion Fourth Edition
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Author : Arthur H. Lefebvre
language : en
Publisher: CRC Press
Release Date : 2011-06-22
Gas Turbine Combustion Fourth Edition written by Arthur H. Lefebvre and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-06-22 with Science categories.
This book presents a complete global examination of the complications, diagnoses, and management of HIV infections. This is essential for the HIV specialist and for those involved in HIV care, this book provides: information on the constantly changing and expanding drug therapies and treatment strategies for HIV the latest developments and frequently updated treatment guidelines includes new chapter on global efforts against HIV/AIDS. Draws from author's international experience includes a chapter on HIV and aging-hot topic in the field looks at the expansion and routinization of HIV testing a complete global examination of the complications, diagnoses, and management of HIV infections expert and authoriatative advice from Joseph R. Masci; Director of Medicine at Elmhurst Hospital Center in New York, who is highly respected in the field user friendly sections: core curriculum in HIV medicine, special populations, and systems of care up-to-date references, ensuring you have access to the most recent information
General Statistics
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Author : Victor Aladjev
language : en
Publisher: Lulu.com
Release Date : 2014-10-17
General Statistics written by Victor Aladjev and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-17 with Education categories.
The book is a statistic course for undergraduate students in all fields of social and economic sciences. The book presents a manual on a course "General Statistics", including a series of not quite traditional topics. Above all, it concerns the mathematical bases of statistics and use of computer technologies in statistic probing. At that, thematic choice of the chapters and sections of the book is caused not only by interests and tastes of the authors, but also by modern tendencies in applied statistics and orientation of the given work. The book contains a series of concrete proposals for improvement of statistic practice; many of them are based on our experience in practical statistical activity in statistical organs of USSR and Estonia. A comparability aspect of the Soviet statistic school inheriting many traditions of the worldwide known Russian school of probability theory and statistics, with western statistics can be a rather interesting to the English-speaking reader.