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Least squares fitting is a standard approach to the reasonably precise key of over determined systems. Least squares indicates the overall explanation. It lessens the computation of the squares. At the same time the error made in deciphering every single equation is also reduced. The most key application of least squares is data fitting. The problems of least squares falls in linear or ordinary least squares fitting or non-linear least squares fitting.
The method of least squares was developed out of the areas of astronomy and geodesy. Scientists in a way challenged the ways and means of navigating the earth and thus least squares fitting occurred. The least-squares technique was first explained by Carl Friedrich Gauss just about 1794. There is no clogged-outline explanation to a non-linear least squares problem. Least squares fitting is frequently used to produce estimators and other statistical analysis of regression.
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