Eight golfers were asked to submit their latest scores on their favorite golf
courses. These golfers were each given a set of newly designed clubs. After
playing with the new clubs for a few months, the golfers were again asked to
submit their latest scores on the same golf courses. The results are
summarized below.
$$\begin{array}{|c|c|c|c|c|c|c|c|c|}
\hline \text { Golfer } & 1 & 2 & 3 & 4 & 5 & 6 & 7 & 8 \\
\hline \text { Own clubs } & 77 & 80 & 69 & 73 & 73 & 72 & 75 & 77 \\
\hline \text { New clubs } & 72 & 81 & 68 & 73 & 75 & 70 & 73 & 75 \\
\hline
\end{array}$$
a. Compute \(\bar{d}\) and \(s_{d}\).
b. Give a point estimate for \(\mu_{1}-\mu_{2}-\mu_{\mathrm{d}}\).
c. Construct the \(99 \%\) confidence interval for
\(\mu_{1}-\mu_{2}-\mu_{\mathrm{d}}\) from these data.
d. Test, at the \(1 \%\) level of significance, the hypothesis that on average
golf scores are lower with the new clubs.