Question

Difficulty: MediumMeasures of Dispersion

The test scores of five students in a mathematics quiz are 5,8,11,12,5, 8, 11, 12, and 1414. What is the variance of these test scores?

  1. 1010Answer
  2. B
    10\sqrt{10}
  3. C
    5050
  4. D
    2.82.8

Answer

The variance of the test scores is 1010.
The mean of the scores is 1010. Subtracting 1010 from each score gives deviations of 5,2,1,2,-5, -2, 1, 2, and 44. Squaring these gives 25,4,1,4,25, 4, 1, 4, and 1616, which sum to 5050. Dividing this sum by the number of data points (55) yields a variance of 1010.

Step-by-Step Solution

1
Calculate the mean (xˉ\bar{x}) of the data set
xˉ=5+8+11+12+145=505=10\bar{x} = \frac{5 + 8 + 11 + 12 + 14}{5} = \frac{50}{5} = 10
The mean is required to find the deviation of each score from the central value.
2
Compute the squared deviations from the mean (xixˉ)2(x_i - \bar{x})^2
(510)2=25(5-10)^2 = 25, (810)2=4(8-10)^2 = 4, (1110)2=1(11-10)^2 = 1, (1210)2=4(12-10)^2 = 4, (1410)2=16(14-10)^2 = 16
Squaring deviations ensures all negative differences become positive.
3
Find the sum of all squared deviations
\sum (x_i - \bar{x})^2 = 25 + 4 + 1 + 4 + 16 = 50
Summing the squared deviations measures total variation around the mean.
4
Divide the total sum of squared deviations by the number of data values (N=5N = 5)
\text{Variance } (\sigma^2) = \frac{50}{5} = 10
Variance is defined as the average of the squared deviations.

Key Concept

Variance of Ungrouped Data
Estimated Time:1m 30s
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