Data Reduction and Error Analysis: For the Physical Sciences
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Data Reduction and Error Analysis:
For the Physical Sciences

Data Reduction and Error Analysis: For the Physical Sciences


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About the Book

The purpose of this book is to provide an introduction to the concepts of statistical analysis of data for students at the undergraduate and graduate level, and to provide tools for data reduction and error analysis commonly required in the physical sciences. The presentation is developed from a practical point of view, including enough derivation to justify the results, but emphasizing methods of handling data more than theory. The text provides a variety of numerical and graphical techniques. Computer programs that support these techniques will be available on an accompanying website in both Fortran and C++.

Salient Features:
Third Edition includes expanded sets of exercises and examples giving students a better opportunity to practice and eventually helping students to master the information presented.
- Accompanying website contains complete computer programs and routines available in both Fortran and C++. The web-based computer programs will allow students and researchers to easily run routines that are described in the text.


Table of Contents:
Chapter 1 Uncertainties in Measurements Chapter 2 Probability Distributions Chapter 3 Error Analysis Chapter 4 Estimates of Mean and Errors Chapter 5 Monte Carlo Techniques Chapter 6 Least-Squares Fit to a Straight Line Chapter 7 Least-Squares Fit to a Polynomial Chapter 8 Least-Squares Fit to an Arbitrary Function Chapter 9 Fitting Composite Curves Chapter 10 Direct Application of the Maximum-Likelihood Method Chapter 11 Testing the Fit Appendixes A Numerical Methods Appendixes B Matrices Appendixes C Graphs and Tables Appendixes D Histograms and Graphs Appendixes E Computer Routines in Fortran References Answers to Selected Exercises Index


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Product Details
  • ISBN-13: 9789339221201
  • Publisher: McGraw Hill Education (India) Pvt Ltd.
  • Binding: Paperback
  • Language: English
  • ISBN-10: 9339221206
  • Publisher Date: May, 2015
  • Edition: 3
  • No of Pages: 332

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