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2.2 LEAST-SQUARES ESTIMATION OF THE PARAMETERS

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The parameters β0 and β1 are unknown and must be estimated using sample data. Suppose that we have n pairs of data, say (y1, x1), (y2, x2), …, (yn, xn). As noted in Chapter 1, these data may result either from a controlled experiment designed specifically to collect the data, from an observational study, or from existing historical records (a retrospective study).

Introduction to Linear Regression Analysis

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