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This site, created by Michelle Lacey of Yale University, gives an explanation, a definition and an example of linear regression. Topics include: least-squares, residuals, extrapolation, outliers, and influential observations. Lacey's presentation is thoughtful in its layout. The author intertwines useful graphs within her textual explanations, this makes it accessible for almost any mathematics audience. Overall, this is a useful resource.
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