Question

Difficulty: MediumMeasures of Dispersion

The heights (in cm) of a seedling recorded over five consecutive weeks are 99, 1313, 1515, 1717, and 2121. What is the standard deviation of the heights?

Answer: 4 cm

Answer

The standard deviation of the seedling heights is 4 cm.
To find the standard deviation, first compute the mean: (9 + 13 + 15 + 17 + 21) / 5 = 15. Next, calculate the sum of squared deviations: (-6)^2 + (-2)^2 + 0^2 + 2^2 + 6^2 = 36 + 4 + 0 + 4 + 36 = 80. Divide by 5 to find the variance of 16. Finally, taking the square root of 16 gives the standard deviation of 4 cm.

Step-by-Step Solution

1
Calculate the mean of the data values
Mean = 15 cm
The mean is necessary to calculate the deviations of each data point.
2
Calculate the squared deviations from the mean
Squared deviations are 36, 4, 0, 4, and 36 (sum = 80)
Variance measures the average of squared deviations from the mean.
3
Calculate the population variance
Variance = 80 / 5 = 16
Dividing the sum of squared deviations by N gives the variance.
4
Calculate the standard deviation
Standard deviation = sqrt(16) = 4 cm
The standard deviation is the square root of the variance.

Key Concept

Standard Deviation of Ungrouped Data
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