10/12/2011

Data Analysis Using the Method of Least Squares: Extracting the Most Information from Experiments Review

Data Analysis Using the Method of Least Squares: Extracting the Most Information from Experiments
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In my work I must review large data bases. We typically fit various models to the data. I've used the method of least squares to perform the analyses and found a reference to Wolberg's book. After reading several chapters I realized that there were several important aspect of this method that I wasn't aware of. I found the discussion of available software particularly helpful as well as the analysis of errors. Least Squares is a very powerful technique and this book provides a very complete discussion of the method.

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Develops the full power of the least-squares methodEnables engineers and scientists to apply the method to their specific problem Deals with linear as well as with non-linear least-squares, parametric as well as non-parametric methods

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