Chi-Squared Data Analysis and Model Testing for Beginners
Language: English
Published by OXFORD UNIV PR, 2019
- Softcover
- New
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AbeBooks seller since June 11, 1999
Condition: New
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Seller Inventory # L0-9780198847151
- Title
- Chi-Squared Data Analysis and Model Testing for Beginners
- Author
- Witkov, Carey
- Publisher
- OXFORD UNIV PR
- Publication year
- 2019
- Condition
- New
- Binding
- PAP
- Language
- English
- ISBN 10
- 0198847157
- ISBN 13
- 9780198847151
- Item weight
- 250 grams
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.
"Synopsis" may belong to another edition of this title.
About the Author
Keith Zengel received his PhD in experimental particle physics from Brandeis University in 2015. He worked on the ATLAS experiment at the Large Hadron Collider, searching for supersymmetric and exotic particles and writing software for the endcap muon spectrometer. Since then he has worked as a Preceptor in Physics at Harvard University. His current research interests are introductory and intermediate classical mechanics, electrodynamics, and data analysis.
"About the title" may belong to another edition of this title.
PBShop.store UK
Fairford, GLOS, United Kingdom
AbeBooks seller since June 11, 1999
Shipping rates from United Kingdom to U.S.A.
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