domingo, 28 de diciembre de 2014

Polynomial and rational function modeling

In statistical modeling (especially process modeling), polynomial functions and rational functions are sometimes used as an empirical technique for curve fitting.
Polynomial function models
A polynomial function is one that has the form
where n is a non-negative integer that defines the degree of the polynomial. A polynomial with a degree of 0 is simply a constant function; with a degree of 1 is a line; with a degree of 2 is a quadratic; with a degree of 3 is a cubic, and so on.
Historically, polynomial models are among the most frequently used empirical models for curve fitting.
Advantages
These models are popular for the following reasons.

Polynomial models have a simple form.
Polynomial models have well known and understood properties.
Polynomial models have moderate flexibility of shapes.
Polynomial models are a closed family. Changes of location and scale in the
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