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Data Analysis Using the Method of Least Squares
Extracting the Most Information from Experiments
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The preferred method of data analysis of quantitative experiments is the method of least squares. Often, however, the full power of the method is overlooked and very few books deal with this subject at the level that it deserves. The purpose of "Data Analysis Using the Method of Least Squares" is to fill this gap and include the type of information required to help scientists and engineers apply the method to problems in their special fields of interest. In addition, graduate students in science and engineering doing work of experimental nature can benefit from this book. Particularly, both linear and non-linear least squares, the use of experimental error estimates for data weighting, procedures to include prior estimates, methodology for selecting and testing models, prediction analysis, and some non-parametric methods are discussed.
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG; February 2006
259 pages; ISBN 9783540317203
Read online, or download in secure PDF format
259 pages; ISBN 9783540317203
Read online, or download in secure PDF format
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9783540317203
9783540256748
3540317201