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Zorluk: KolayMeasures of Central Tendency for Grouped Data

The table below presents the distribution of weekly expenditure (in thousands of Naira) of 2020 small-scale farmers in a rural community:

Weekly Expenditure (\text{N}'000)Frequency (ff)
10 – 193
20 – 297
30 – 396
40 – 494

What is the mean weekly expenditure of the farmers?

  1. A
    N25.5 thousand\text{N}25.5\text{ thousand}
  2. B
    N29.5 thousand\text{N}29.5\text{ thousand}
  3. N30.0 thousand\text{N}30.0\text{ thousand}Cevap
  4. D
    N34.5 thousand\text{N}34.5\text{ thousand}

Cevap

The mean weekly expenditure is N30.0 thousand\text{N}30.0\text{ thousand} (or N30,000\text{N}30,000).
The mean of grouped data is computed using the formula xˉ=fxf\bar{x} = \frac{\sum fx}{\sum f}. Finding the midpoints (14.5,24.5,34.5,44.514.5, 24.5, 34.5, 44.5), multiplying by their respective frequencies (3,7,6,43, 7, 6, 4), and dividing the sum (600600) by the total frequency (2020) yields N30.0 thousand\text{N}30.0\text{ thousand}.

Adım Adım Çözüm

1
Calculate the midpoint (xx) for each class interval.
Midpoints are: 14.514.5 for 10–19; 24.524.5 for 20–29; 34.534.5 for 30–39; and 44.544.5 for 40–49.
Grouped data mean calculations require representing each interval by its class mark (midpoint).
2
Multiply each class midpoint (xx) by its corresponding frequency (ff) to get fxf \cdot x, and sum these values.
(fx)=(3×14.5)+(7×24.5)+(6×34.5)+(4×44.5)=43.5+171.5+207.0+178.0=600\sum (f \cdot x) = (3 \times 14.5) + (7 \times 24.5) + (6 \times 34.5) + (4 \times 44.5) = 43.5 + 171.5 + 207.0 + 178.0 = 600.
This yields the total estimated sum of all expenditures across all observations.
3
Divide the total sum (fx)\sum (f \cdot x) by the total frequency f\sum f.
Mean xˉ=60020=30.0\bar{x} = \frac{600}{20} = 30.0.
The mean formula for grouped data is xˉ=fxf\bar{x} = \frac{\sum fx}{\sum f}.

Anahtar Kavram

Calculation of Mean for Grouped Frequency Data
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