The sample standard deviation of [2, 4, 4, 4, 5, 5, 6, 6, 7] is approximately which value?

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Multiple Choice

The sample standard deviation of [2, 4, 4, 4, 5, 5, 6, 6, 7] is approximately which value?

Explanation:
The sample standard deviation measures how spread out the data are around the mean, using n−1 in the denominator to give an unbiased estimate of variability for a sample. Start by finding the mean of the nine values: sum is 43, so the mean is 43/9 ≈ 4.7778. Next, compute the squared differences from the mean for each value and add them up. These squared deviations total 1422/81. Divide by n−1 (which is 8) to get 1422/648 = 79/36 ≈ 2.19444. Take the square root to obtain sqrt(79/36) = sqrt(79)/6 ≈ 1.481. Hence the sample standard deviation is about 1.48, which matches the given option.

The sample standard deviation measures how spread out the data are around the mean, using n−1 in the denominator to give an unbiased estimate of variability for a sample. Start by finding the mean of the nine values: sum is 43, so the mean is 43/9 ≈ 4.7778. Next, compute the squared differences from the mean for each value and add them up. These squared deviations total 1422/81. Divide by n−1 (which is 8) to get 1422/648 = 79/36 ≈ 2.19444. Take the square root to obtain sqrt(79/36) = sqrt(79)/6 ≈ 1.481. Hence the sample standard deviation is about 1.48, which matches the given option.

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