1 Two celebrities judge a talent contest. Each celebrity gives a score out of 20 to each of a random sample of 8 contestants. The scores, \(x\) and \(y\), given by the celebrities to each contestant are shown below.
| Contestant | A | B | C | D | E | F | G | H |
| \(x\) | 6 | 17 | 9 | 20 | 13 | 15 | 11 | 14 |
| \(y\) | 6 | 13 | 10 | 11 | 9 | 7 | 12 | 15 |
- Calculate the value of Spearman's rank correlation coefficient.
- Carry out a hypothesis test at the \(5 \%\) significance level to determine whether there is positive association between the scores allocated by the two celebrities.
- State the distributional assumption required for a test based on the product moment correlation coefficient. Sketch a scatter diagram of the scores above, and discuss whether it appears that the assumption is likely to be valid.