Method of Least Squares: Minimizing Deviations
Students often confuse the unobservable population error with the observable sample residual . While represents the true deviation from the population mean, is merely the distance from the estimated projection, constrained by the geometry of the specific sample data.
Institutional Reference: Statistical Inference I
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