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Why would someone go to the "trouble" of calculating a least squares regression line? Where in your experience have you seen regressions applied?

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Any two variables X and Y, there is one equation that produces the "best fit" linking X to Y. In other words, there exists one formula that will produce the best, or most accurate predictions for Y given X. Any other ...