Question

Difficulty: HardMeasures of Central Tendency for Grouped Data

The table below shows the distribution of masses (in kg) of cocoa bags harvested on a farm:

Mass (kg)Frequency (ff)
101910 - 1966
202920 - 29kk
303930 - 391515
404940 - 491212
505950 - 5977

If the estimated mean mass of the distribution is 35.3 kg35.3\text{ kg}, calculate the value of the missing frequency kk.

Answer: 10

Answer

The value of the missing frequency is 10.
To find the missing frequency, compute the midpoints (xx) of each mass class interval: 14.5, 24.5, 34.5, 44.5, and 54.5. Next, express the sum of frequencies as f=40+k\sum f = 40 + k and the sum of products of frequency and midpoint as fx=6(14.5)+k(24.5)+15(34.5)+12(44.5)+7(54.5)=1520+24.5k\sum fx = 6(14.5) + k(24.5) + 15(34.5) + 12(44.5) + 7(54.5) = 1520 + 24.5k. Equating the mean expression fxf\frac{\sum fx}{\sum f} to 35.335.3 gives 1520+24.5k40+k=35.3\frac{1520 + 24.5k}{40 + k} = 35.3. Cross-multiplying and solving yields 1520+24.5k=1412+35.3k1520 + 24.5k = 1412 + 35.3k, which simplifies to 10.8k=10810.8k = 108, giving k=10k = 10.

Step-by-Step Solution

1
Determine the class midpoints (xx) for all intervals.
Class midpoints are 14.5, 24.5, 34.5, 44.5, and 54.5.
Grouped mean calculations require representative midpoint values for each class interval.
2
Formulate expressions for total frequency f\sum f and total weighted sum fx\sum fx.
\sum f = 40 + k and \sum fx = 1520 + 24.5k.
These algebraic expressions are necessary to substitute into the mean formula.
3
Set up and solve the linear equation using the given mean of 35.3.
\frac{1520 + 24.5k}{40 + k} = 35.3 \implies 10.8k = 108 \implies k = 10.
Equating the algebraic mean expression to the numerical mean allows solving for the unknown frequency k.

Key Concept

Measures of Central Tendency for Grouped Data
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