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Exercises · Q9
Q.

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.

Contestant12345
Judge A's score4538304225
Judge B's score4035324420
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Step 1 — Rank Judge A's scores. Scores 45,38,30,42,2545,38,30,42,25, sorted highest to lowest: 45>42>38>30>2545>42>38>30>25. 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 40,35,32,44,2040,35,32,44,20, sorted highest to lowest: 44>40>35>32>2044>40>35>32>20. 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 d,d2d, d^2.

ContestantRank (A)Rank (B)ddd2d^2
112−11
23300
34400
42111
55500
Total2

∑d2=1+0+0+1+0=2\sum d^2 = 1+0+0+1+0=2. (No ranks are tied on either list, so the standard formula applies directly.)

Step 4 — Apply the formula, n=5n=5. …

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