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612-822-4611
Least Squares Data Fitting with Applications

Least Squares Data Fitting with Applications

Hardcover

General MathematicsProbability & Statistics

ISBN10: 1421407868
ISBN13: 9781421407869
Publisher: Johns Hopkins Univ Pr
Published: Jan 1 2013
Pages: 328
Weight: 1.10
Height: 1.10 Width: 6.00 Depth: 8.90
Language: English

A lucid explanation of the intricacies of both simple and complex least squares methods.

As one of the classical statistical regression techniques, and often the first to be taught to new students, least squares fitting can be a very effective tool in data analysis. Given measured data, we establish a relationship between independent and dependent variables so that we can use the data predictively. The main concern of Least Squares Data Fitting with Applications is how to do this on a computer with efficient and robust computational methods for linear and nonlinear relationships. The presentation also establishes a link between the statistical setting and the computational issues.

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General Mathematics