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Exercises · Q8
Q.

Find Pearson's correlation coefficient for the following data using the deviation method.

xx23546
yy34256
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Step 1 — Find the means. xˉ=2+3+5+4+65=205=4\bar{x} = \dfrac{2+3+5+4+6}{5}=\dfrac{20}{5}=4. yˉ=3+4+2+5+65=205=4\bar{y}=\dfrac{3+4+2+5+6}{5}=\dfrac{20}{5}=4.

Step 2 — Tabulate deviations, their product, and their squares.

xxyyx−xˉx-\bar xy−yˉy-\bar y(x−xˉ)(y−yˉ)(x-\bar x)(y-\bar y)(x−xˉ)2(x-\bar x)^2(y−yˉ)2(y-\bar y)^2
23−2−1241
34−10010
521−2−214
4501001
6622444
Total41010

∑(x−xˉ)(y−yˉ)=2+0−2+0+4=4\sum(x-\bar x)(y-\bar y)=2+0-2+0+4=4. ∑(x−xˉ)2=4+1+1+0+4=10\sum(x-\bar x)^2=4+1+1+0+4=10. ∑(y−yˉ)2=1+0+4+1+4=10\sum(y-\bar y)^2=1+0+4+1+4=10.

Step 3 — Apply the formula.

r=41010=410=0.4r = \dfrac{4}{\sqrt{10}\sqrt{10}} = \dfrac{4}{10} = 0.4

Independent check. Since ∑(x−xˉ)2=∑(y−yˉ)2=10\sum(x-\bar x)^2=\sum(y-\bar y)^2=10 here (a coincidence of this particular data), the denominator simplifies to exactly 1010, so rr is simply the cross-product sum divided by 1010 — re-confirming r=4/10=0.4r=4/10=0.4 without needing a square-root calculation at all.

✓Final answer

r=0.4r = 0.4 (a moderate positive correlation)

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