Question

Difficulty: MediumMeasures of Central Tendency for Grouped Data

The table below shows the speed distribution (in km/h) recorded for 5050 vehicles passing a police checkpoint on a highway:

Speed Interval (km/h)Frequency (ff)
404940 - 4966
505950 - 591212
606960 - 691818
707970 - 791010
808980 - 8944

Calculate the mean speed of the vehicles.

Answer: 63.3 km/h

Answer

The mean speed of the vehicles is 63.3 km/h63.3\text{ km/h}.
The mean of a grouped frequency distribution is computed using the formula xˉ=fxf\bar{x} = \frac{\sum fx}{\sum f}. The midpoints (xx) for the intervals are 44.5,54.5,64.5,74.5,44.5, 54.5, 64.5, 74.5, and 84.584.5. Multiplying these midpoints by their respective frequencies yields products totaling 31653165. Dividing this total by the total number of vehicles (5050) gives a mean speed of 63.3 km/h63.3\text{ km/h}.

Step-by-Step Solution

1
Find the class midpoints (xx) for each speed interval
Midpoints are x1=44.5x_1 = 44.5, x2=54.5x_2 = 54.5, x3=64.5x_3 = 64.5, x4=74.5x_4 = 74.5, and x5=84.5x_5 = 84.5.
The midpoint of a grouped class interval is calculated as Lower limit+Upper limit2\frac{\text{Lower limit} + \text{Upper limit}}{2}.
2
Calculate the product fxfx for each class
6×44.5=2676 \times 44.5 = 267, 12×54.5=65412 \times 54.5 = 654, 18×64.5=116118 \times 64.5 = 1161, 10×74.5=74510 \times 74.5 = 745, and 4×84.5=3384 \times 84.5 = 338.
Multiplying class midpoint by frequency estimates the total contribution of all items within that interval.
3
Find total frequency f\sum f and sum of products fx\sum fx
f=6+12+18+10+4=50\sum f = 6 + 12 + 18 + 10 + 4 = 50 and fx=267+654+1161+745+338=3165\sum fx = 267 + 654 + 1161 + 745 + 338 = 3165.
Summing frequencies gives total sample size, and summing fxfx gives estimated grand total.
4
Compute the estimated mean speed
xˉ=fxf=316550=63.3 km/h\bar{x} = \frac{\sum fx}{\sum f} = \frac{3165}{50} = 63.3\text{ km/h}.
The standard formula for the mean of grouped frequency data is xˉ=fxf\bar{x} = \frac{\sum fx}{\sum f}.

Key Concept

Grouped Mean Calculation
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