Question

Difficulty: HardMeasures of Central Tendency

The table below shows the distribution of monthly fuel consumption (in liters) for a sample of 5050 commercial transport vehicles operated by a logistics firm in Lagos:

Fuel Consumption (Liters)Frequency (ff)
10 – 198
20 – 2913
30 – 3916
40 – 499
50 – 594

Calculate the median fuel consumption (in liters) for this sample of vehicles.

Answer: 32 liters

Answer

The median fuel consumption for the sample of vehicles is 3232 liters.
The median of a grouped frequency distribution is computed using continuous class boundaries. With N=50N=50, the median position is 2525. The 303930–39 class has lower boundary 29.529.5, frequency 1616, preceding cumulative frequency 2121, and class interval 1010. Substituting these values gives 29.5+252116×10=3229.5 + \frac{25 - 21}{16} \times 10 = 32 liters.

Step-by-Step Solution

1
Calculate the total frequency (NN) and construct cumulative frequencies (cfcf).
Total frequency N=8+13+16+9+4=50N = 8 + 13 + 16 + 9 + 4 = 50. Cumulative frequencies are: 10–19 (cf=8cf = 8), 20–29 (cf=21cf = 21), 30–39 (cf=37cf = 37), 40–49 (cf=46cf = 46), 50–59 (cf=50cf = 50).
Cumulative frequencies are required to identify the class containing the median value.
2
Locate the median position and determine the median class parameters.
Position =N2=502=25= \frac{N}{2} = \frac{50}{2} = 25. The 25th25^{\text{th}} item falls in the 303930 - 39 class. Lower boundary (LL) =29.5= 29.5, preceding cumulative frequency (cfpcf_p) =21= 21, median class frequency (fmf_m) =16= 16, class width (cc) =10= 10.
The median class is the first class whose cumulative frequency meets or exceeds N/2N/2.
3
Substitute the parameters into the grouped median formula.
Median=L+(N2cfpfm)×c=29.5+(252116)×10=29.5+(416)×10=29.5+2.5=32\text{Median} = L + \left(\frac{\frac{N}{2} - cf_p}{f_m}\right) \times c = 29.5 + \left(\frac{25 - 21}{16}\right) \times 10 = 29.5 + \left(\frac{4}{16}\right) \times 10 = 29.5 + 2.5 = 32.
Linear interpolation within the median class yields the precise median measurement.

Key Concept

Median of Grouped Data using Class Boundaries and Linear Interpolation
Estimated Time:2m 0s
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