In: Statistics and Probability
The ages (in years) of a random sample of shoppers at a gaming store are shown. Determine the range, mean, variance, and standard deviation of the sample data set.
12,17,23,15,13,18,22,18,13,17
The range is _ (Simplify your answer.)
The mean is _ (Simplify your answer. Round to the nearest tenth as needed.)
The variance is _ (Simplify your answer. Round to the nearest hundredth as needed.)
The standard deviation is _ (Simplify your answer. Round to the nearest tenth as needed.)
Arranging the numbers in ascending order we have 12 13 13 15 17 17 18 18 22 23 (10 observations)
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Range = Largest Value - Smallest Value = 23 - 12 = 11
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Mean = Sum of observations/Number of Observations.
= (12 + 13 + 13 + 15 + 17 + 17 + 18 + 18 + 22 + 23)/10
= 168 /10
= 16.8 (Rounding to the nearest tenth, which is 1 decimal place)
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Variance = Sum Of Squares (SS) / n - 1, where
SS = SUM(X - Mean)2. We take n - 1 observations as this is a sample and not a population.
# | X | Mean | (x - mean)2 |
1 | 12 | 16.8 | 23.04 |
2 | 13 | 16.8 | 14.44 |
3 | 13 | 16.8 | 14.44 |
4 | 15 | 16.8 | 3.24 |
5 | 17 | 16.8 | 0.04 |
6 | 17 | 16.8 | 0.04 |
7 | 18 | 16.8 | 1.44 |
8 | 18 | 16.8 | 1.44 |
9 | 22 | 16.8 | 27.04 |
10 | 23 | 16.8 | 38.44 |
Total | 168.00 | 123.6 |
Therefore Variance = 123.6/(10-1) = 123.6/9 = 13.73 (Rounding to the nearest hundredth, which is 2 decimal places)
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Standard Deviation = SQRT(Variance) = SQRT(13.73) = 3.7 (Rounding to the nearest tenth, which is 1 decimal place)
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