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Data Reduction and Error Analysis for the Physical Sciences

ISBN-10: 0079112439

ISBN-13: 9780079112439

Edition: 2nd 1992

Authors: Philip R. Bevington, D. Keith Robinson

List price: $40.00
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Description:

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++.
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Book details

List price: $40.00
Edition: 2nd
Copyright year: 1992
Publisher: McGraw-Hill Higher Education
Binding: Paperback
Pages: 328
Size: 6.50" wide x 9.50" long x 0.50" tall
Weight: 1.100
Language: English

Uncertainties in Measurements
Probability Distributions
Error Analysis
Estimates of Mean and Errors
Monte Carlo Techniques
Least-Squares Fit to a Straight Line
Least-Squares Fit to a Polynomial
Least-Squares Fit to an Arbitrary Function
Fitting Composite Curves
Direct Application of the Maximum-Likelihood Method
Testing the Fit
Numerical Methods
Matrices
Graphs and Tables
Histograms and Graphs
Computer Routines in Fortran