Questions: Find the variance of the data. 97, 122, 143, 155, 138 x̄=131 Variance (σ^2)=[?]

Find the variance of the data.
97, 122, 143, 155, 138
x̄=131
Variance (σ^2)=[?]
Transcript text: Find the variance of the data. \[ \begin{array}{c} 97,122,143,155,138 \\ \bar{x}=131 \end{array} \] \[ \text { Variance }\left(\sigma^{2}\right)=[?] \]
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Solution

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Solution Steps

Step 1: Calculate the Deviations from the Mean

First, we calculate the deviation of each data point from the mean \(\bar{x} = 131\).

\[ \begin{align_} 97 - 131 &= -34, \\ 122 - 131 &= -9, \\ 143 - 131 &= 12, \\ 155 - 131 &= 24, \\ 138 - 131 &= 7. \end{align_} \]

Step 2: Square the Deviations

Next, we square each of the deviations calculated in Step 1.

\[ \begin{align_} (-34)^2 &= 1156, \\ (-9)^2 &= 81, \\ 12^2 &= 144, \\ 24^2 &= 576, \\ 7^2 &= 49. \end{align_} \]

Step 3: Calculate the Mean of the Squared Deviations

Now, we find the mean of these squared deviations. This is the variance.

\[ \sigma^2 = \frac{1156 + 81 + 144 + 576 + 49}{5} = \frac{2006}{5} = 401.2 \]

Final Answer

The variance of the data is \(\boxed{401.2}\).

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