Practical Handbook of Curve Fitting

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Sandra Arlinghaus (University of Michigan, Ann Arbor, Michigan, USA) William C. Arlinghaus

Practical Handbook of Curve Fitting

Sandra Arlinghaus (University of Michigan, Ann Arbor, Michigan, USA), William C. Arlinghaus, John D. Nystuen , William D. Drake

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English

CRC Press
30 June 2020

Psychological theory & schools of thought; Psychological methodology; Probability & statistics

Practical Handbook of Curve Fitting is a reference work assembled by Arlinghaus and a set of editors with well over a century of combined experience in various disciplines and activities related to curve fitting. The book demonstrates how to analyze World data bases and graph and map the results. Default settings in software packages can produce attractive graphs of data imported into the software. Often, however, the default graph has no equation associated with it and cannot therefore be used as a tool for further analysis or projection of the data. The same software can often be used to generate curves from equations. The reader is shown directly, and in a series of steps, how to fit curves to data using Lotus 1-2-3. There are traditional unbounded curve fitting techniques-lines of least squares, exponentials, logistic curves, and Gompertz curves. There is the bounded curve fitting technique of cubic spline interpolation. Beyond these, there is a detailed application of Feigenbaum's graphical analysis from chaos theory, and there is a hint as to how fractal geometry might come into play. Curve fitting algorithms take on new life when they are actually used on real-world data. They are used in numerous worked examples drawn from electronic data bases of public domain information from the Stars data base of The World Bank and from the WRD data base of the World Resources Institute. The applications are current and reflect a state-of-the-art interest in the human dimensions of global change.

By: Sandra Arlinghaus (University of Michigan Ann Arbor Michigan USA)
Contributions by: William C. Arlinghaus, John D. Nystuen, William D. Drake
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm,
Weight: 480g
ISBN: 9780367579807
ISBN 10: 0367579804
Pages: 272
Publication Date: 30 June 2020
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

Practical Handbook of Curve Fitting

Sandra Arlinghaus