Question

Difficulty: HardMeasures of Central Tendency for Ungrouped Data

The table below shows the frequency distribution of marks obtained by 2525 students in a mathematics quiz:

Score (xx)1357911
Frequency (ff)2pp6qq32

If the mean score of the distribution is 5.485.48, what is the median score?

  1. 5Answer
  2. B
    6
  3. C
    3
  4. D
    7

Answer

The median score is 5.
By using the total student count of 25 and the mean formula, we obtain the simultaneous equations p+q=12p + q = 12 and 3p+7q=563p + 7q = 56, which yield p=7p = 7 and q=5q = 5. Computing cumulative frequencies shows that items 1 to 2 have score 1, items 3 to 9 have score 3, and items 10 to 15 have score 5. The 13th item lies in this third group, so the median score is 5.

Step-by-Step Solution

1
Set up an equation for total frequency
2+p+6+q+3+2=25    p+q+13=25    p+q=122 + p + 6 + q + 3 + 2 = 25 \implies p + q + 13 = 25 \implies p + q = 12
The sum of all frequencies equals the total number of students (2525).
2
Set up an equation for the mean score
\sum fx = 1(2) + 3(p) + 5(6) + 7(q) + 9(3) + 11(2) = 3p + 7q + 81.
\text{Mean} = \frac{3p + 7q + 81}{25} = 5.48 \implies 3p + 7q + 81 = 137 \implies 3p + 7q = 56.
The mean of an ungrouped frequency distribution is calculated using \bar{x} = \frac{\sum fx}{N}.
3
Solve the system of linear equations for pp and qq
Substitute p=12qp = 12 - q into 3p+7q=563p + 7q = 56:
3(12 - q) + 7q = 56 \implies 36 + 4q = 56 \implies 4q = 20 \implies q = 5.
Then p=125=7p = 12 - 5 = 7.
Finding the missing frequencies is necessary to determine cumulative frequencies.
4
Determine the position and value of the median score
Position of median = \frac{N + 1}{2} = \frac{25 + 1}{2} = 13\text{th position}.
Cumulative frequencies:
- Score 1: 2
- Score 3: 2 + 7 = 9
- Score 5: 9 + 6 = 15
Since the 13th value lies in the cumulative frequency interval up to 15, the median score is 5.
The median of N=25N=25 items is the score corresponding to the N+12\frac{N+1}{2} th item when ordered.

Key Concept

Measures of Central Tendency for Ungrouped Data
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