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Practical Handbook of Curve Fitting (Paperback)
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Practical Handbook of Curve Fitting (Paperback)
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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.
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