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Measuring and Modeling by Examples
Hardcover
General MathematicsGeneral Science
ISBN13: 9789811296765
Publisher: World Scientific Publishing Company
Published: Dec 29 2024
Pages: 400
Weight: 1.54
Height: 0.88 Width: 6.00 Depth: 9.00
Language: English
This book starts with an anthology of mathematical functions that can be useful to describe phenomena that occur in the world we see, and how their features can be adjusted by changing their parameters. Then we have a look at the art of measuring and quantifying the world, and how to do this most efficiently and precisely.
The most important part is about finding the pattern in the measurements: a mathematical function that fits with the data. This can be chosen according to several criteria, and using different algorithms, for example the new multidirectional least squares regression. The last part shows many real life examples in various fields of science: experiments and their analyses.
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