Exercises · Q6
Q.
The number of hours studied () and marks obtained out of 50 () by 5 students are given below. Find Karl Pearson's coefficient of correlation.
| Student | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|
| Hours studied () | 5 | 10 | 15 | 20 | 25 |
| Marks obtained () | 12 | 18 | 20 | 25 | 30 |
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✓ Free question
Step 1 — Find the means. . .
Step 2 — Tabulate deviations, products and squares.
| 5 | 12 | −10 | −9 | 90 | 100 | 81 |
| 10 | 18 | −5 | −3 | 15 | 25 | 9 |
| 15 | 20 | 0 | −1 | 0 | 0 | 1 |
| 20 | 25 | 5 | 4 | 20 | 25 | 16 |
| 25 | 30 | 10 | 9 | 90 | 100 | 81 |
| Total | 215 | 250 | 188 |
Step 3 — Apply the formula.
Independent check (direct method). . , . Numerator: . Denominator: . — matches the deviation-method result of closely (the tiny gap is rounding), confirming a very strong positive correlation.
✓Final answer
, indicating a very strong positive correlation between hours studied and marks obtained.
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