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Question
An analysis of particular information is given in the following table.
Age Group | 0 – 10 | 10 – 20 | 20 – 30 | 30 – 40 | 40 – 50 |
Frequency | 2 | 5 | 6 | 5 | 2 |
For this data, mode = median = 25. Calculate the mean. Observing the given frequency distribution and values of the central tendency interpret your observation.
Solution
Given: Mode = Median = 25
We know, 3 Median = Mode + 2 Mean
⇒ 3 (25) = 25 + 2 Mean
⇒ 75 – 25 = 2 Mean
⇒ Mean = 25
Now,
Class (Age Group) |
Frequency `(f_i)` |
Class mark `x_i` |
`f_ix_i` | `c.f.` |
0 – 10 | 2 | 5 | 10 | 2 |
10 – 20 | 5 | 15 | 75 | 2 + 5 = 7 |
20 – 30 | 6 | 25 | 150 | 7 + 6 = 13 |
30 – 40 | 5 | 35 | 175 | 13 + 5 = 18 |
40 – 50 | 2 | 45 | 90 | 18 + 2 = 20 |
`sumf_i` = 20 | `sumf_ix_i` = 500 |
Mean, `barX = (sumf_ix_i)/(sumf_i) = 500/20 = 25`
20 Thus, the mean of the data is 25.
Now, maximum frequency = 6.
Class corresponds to maximum frequency = 20 – 30
∴ Modal class = 20 – 30
So, L = Lower limit of the modal class = 20
h = Class interval of the modal class = 10
f1 = Frequency of modal class = 6
f0 = Frequency of class preceding modal class = 5
f2 = Frequency of class succeeding modal class = 5
Now, Mode = `"L" + ((f_1 - f_0)/(2f_1 - f_0 - f_2)) xx h`
= `20 + ((6 - 5)/(2 xx 6 - 5 - 5)) xx 10`
= `20 + 1/2 xx 10`
= 20 + 5
= 25
Thus, the mode of given data is 25.
From the table, N = 20
∴ `"N"/2 = 20/2` = 10
Cumulative frequency just greater than 10 is 13, which belongs to the class interval 20 – 30.
∴ The middle class = 20 – 30
So, L = Lower limit of median class = 20
h = Class interval of the median class = 10
f = Frequency of median class = 6
c.f. = Cumulative frequency of class preceding median class = 7
Now, Median = `"L" + (("N"/2 - c.f.)/f) xx "h"`
= `20 + ((10 - 7)/6) xx 10`
= `20 + (3/6) xx 10`
= 20 + 5
= 25
As a result, the given data's median is 25.
As a result, the data's median, mode, and mean are 25, 25, and 25, respectively.
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