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Calculate the standard deviation for the given data set: 10, 15, 18, 22, 36, 52
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Step 1:
I'll solve this step-by-step using the standard deviation formula:

Step 2:
: Calculate the Mean (Average)

\bar{x} = \frac{10 + 15 + 18 + 22 + 36 + 52}{6} = \frac{153}{6} = 25.5
First, I'll find the arithmetic mean by summing all values and dividing by the number of data points.

Step 3:
: Calculate the Variance

- $$(52 - 25.5)^{2} = (26.5)^{2} = 702.25
Subtract the mean from each data point and square the differences:

Step 4:
: Calculate the Variance

s^{2} = \frac{240.25 + 110.25 + 56.25 + 12.25 + 110.25 + 702.25}{5} = \frac{1231.5}{5} = 246.3
Sum the squared differences and divide by (n- 1):

Step 5:
: Calculate Standard Deviation

s = \sqrt{246.3} = 15.7
Take the square root of the variance:

Final Answer

The standard deviation is 15.7.