Question 1 • Statistical Reasoning
A least-squares regression line is chosen to make the sum of the squared residuals as small as possible. A residual is the difference between an observed y-value and the value predicted by the line. Therefore, the equation is called the least-squares regression line because it minimizes the sum of the squared residuals.
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