題組內容

4. [30%] Based on the following 10 pairs of data:

and assuming the following linear regression model, Y = α + βX + ε, where ε has zero mean and variance equal to σ². Please answer the following questions:

(a) Compute the least-squares point estimator of \( \alpha \) and \( \beta \).