THE LEAST SQUARES LINE

The vertical distance from each point to the line is called an error, or residual. The line created by Excel is called the least-squares line. We minimize the sum of squared errors rather than the sum of the errors because in simply summing the errors, positive and negative errors can cancel each other out. ................
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