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Given a set of pairs of observations (x₁, y₁), (x₂, y₂), …, (x_n, y_n) from n individuals, the regression coefficient of β_Treat is estimated by

(2.2)

and the intercept by

(2.3)

The corresponding SD is estimated by

(2.4)