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Worked Examples · Example 8

Q.In Worked Example 3, the mean of a grouped marks distribution (classes 0–10 to 40–50) was found to be 27 by the direct method. If the marks are coded using u=x−2510u = \dfrac{x-25}{10}, find the mean of the coded values uu, and use the linear-transformation rule for the mean to confirm that the actual mean xˉ\bar{x} is indeed 27.

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The coding u=x−2510u = \dfrac{x-25}{10} can be rearranged as x=10u+25x = 10u + 25, which is a linear relation x=au+bx = au+b with a=10,b=25a=10, b=25. By the linear-transformation rule, xˉ=10uˉ+25\bar{x} = 10\bar{u} + 25. We first find uˉ\bar{u} from the coded data.

Step 1 — Recall the grouped data and compute uu for each class. Using the class marks from Worked Example 3 (5,15,25,35,455,15,25,35,45) and A=25,h=10A=25,h=10:

Classffxxu=(x−25)/10u=(x-25)/10fufu
0–1045−2−8
10–20615−1−6
20–30142500
30–401035110
40–50645212
Total408

∑fu=−8−6+0+10+12=8\sum fu = -8-6+0+10+12 = 8.

Step 2 — Find uˉ\bar{u}.

uˉ=∑fu∑f=840=0.2\bar{u} = \dfrac{\sum fu}{\sum f} = \dfrac{8}{40} = 0.2

Step 3 — Apply the linear-transformation rule to recover xˉ\bar{x}. Since x=10u+25x = 10u+25, the rule yˉ=axˉ+b\bar{y}=a\bar{x}+b (here with the roles of xx and uu swapped: xˉ=10uˉ+25\bar{x} = 10\bar{u}+25) gives

xˉ=10(0.2)+25=2+25=27\bar{x} = 10(0.2) + 25 = 2 + 25 = 27 …

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