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Find the standard deviation of {11, 7, 1...

Find the standard deviation of {11, 7, 10, 13, 9}
A. 1
B. 2
C. 4
D. 5

A

B

B

D

C

C

D

A

Text Solution

AI Generated Solution

The correct Answer is:
To find the standard deviation of the data set {11, 7, 10, 13, 9}, we will follow these steps: ### Step 1: Calculate the Mean (m) The mean is calculated using the formula: \[ m = \frac{\sum x_i}{n} \] Where \(x_i\) are the data points and \(n\) is the number of data points. For our data set: \[ m = \frac{11 + 7 + 10 + 13 + 9}{5} = \frac{60}{5} = 12 \] ### Step 2: Calculate Each Deviation from the Mean Now we will calculate the deviation of each data point from the mean: - \(x_1 - m = 11 - 10 = 1\) - \(x_2 - m = 7 - 10 = -3\) - \(x_3 - m = 10 - 10 = 0\) - \(x_4 - m = 13 - 10 = 3\) - \(x_5 - m = 9 - 10 = -1\) ### Step 3: Square Each Deviation Next, we square each of the deviations calculated in the previous step: - \((1)^2 = 1\) - \((-3)^2 = 9\) - \((0)^2 = 0\) - \((3)^2 = 9\) - \((-1)^2 = 1\) ### Step 4: Calculate the Mean of the Squared Deviations Now, we will find the mean of these squared deviations: \[ \text{Mean of squared deviations} = \frac{1 + 9 + 0 + 9 + 1}{5} = \frac{20}{5} = 4 \] ### Step 5: Calculate the Standard Deviation Finally, we take the square root of the mean of the squared deviations to find the standard deviation: \[ SD = \sqrt{4} = 2 \] Thus, the standard deviation of the data set {11, 7, 10, 13, 9} is **2**. ### Answer: **B. 2** ---
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