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About Least-Squares and Chi-Square For The Budding Aficionado: Art and Practice
This document provides a comprehensive guide to least-squares fitting and chi-square analysis. It begins with derivations and examples of least-squares fitting for linear and nonlinear models with multiple parameters. It then discusses weighted least-squares fitting using the chi-square statistic and covers calculating parameter uncertainties and covariances, including using singular value decomposition. The document considers various techniques for rejecting outliers and fitting when measurement uncertainties are present. It aims to be accessible while covering techniques useful for professional data analysis.
Detailed Information
| Author: | ['Khalida Noureen'] |
|---|---|
| Publication Year: | 2017 |
| Pages: | 66 |
| Language: | English |
| Format: | |
| Price: | FREE |
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