Mathwright Interactive Explorations
 

 

Best Linear Fit: All in One

by Ravinder Kumar

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Best Linear Fit Book Description:

This Microworld develops tools for solving discrete models that depend upon proportionality. Typically what happens in such models is that some parameters or their powers are proportional to each other. The problem then reduces to determining a suitable line y = kx that fits the (modified) data best so that the constant k of proportionality can be determined. This can be done either manually, as suggested in Giordano's book on mathematical modeling, or one can apply the method of least squares. Regression lines do not help since a regression line may turn out to be of the form y=mx+c where c is not zero. This book lets the user find the constant of proportionality both manually as well as using the method of least squares. Besides two built in examples of models, there are three examples suggested to the user with enough hints. All examples are taken from Giordano's book on Modeling Theory.

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