Two judges, A and B, scored 5 contestants in a competition out of 50 marks each, as shown below. Convert each judge's scores to ranks (rank 1 = highest score) and find Spearman's rank correlation coefficient between the two judges.
| Contestant | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|
| Judge A's score | 45 | 38 | 30 | 42 | 25 |
| Judge B's score | 40 | 35 | 32 | 44 | 20 |
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Start your 14-day free trial to unlock the full solution →Step 1 — Rank Judge A's scores. Scores , sorted highest to lowest: . So contestant 1 (45) gets rank 1, contestant 4 (42) rank 2, contestant 2 (38) rank 3, contestant 3 (30) rank 4, contestant 5 (25) rank 5.
Step 2 — Rank Judge B's scores. Scores , sorted highest to lowest: . So contestant 4 (44) gets rank 1, contestant 1 (40) rank 2, contestant 2 (35) rank 3, contestant 3 (32) rank 4, contestant 5 (20) rank 5.
Step 3 — Tabulate both rank columns and find .
| Contestant | Rank (A) | Rank (B) | ||
|---|---|---|---|---|
| 1 | 1 | 2 | −1 | 1 |
| 2 | 3 | 3 | 0 | 0 |
| 3 | 4 | 4 | 0 | 0 |
| 4 | 2 | 1 | 1 | 1 |
| 5 | 5 | 5 | 0 | 0 |
| Total | 2 |
. (No ranks are tied on either list, so the standard formula applies directly.)
Step 4 — Apply the formula, . …
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