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Find the mean and variance of first 10 m...

Find the mean and variance of first 10 multiples of 3.

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To find the mean and variance of the first 10 multiples of 3, we will follow these steps: ### Step 1: Identify the first 10 multiples of 3. The first 10 multiples of 3 are: - 3 × 1 = 3 - 3 × 2 = 6 - 3 × 3 = 9 - 3 × 4 = 12 - 3 × 5 = 15 - 3 × 6 = 18 - 3 × 7 = 21 - 3 × 8 = 24 - 3 × 9 = 27 - 3 × 10 = 30 So, the observations are: **3, 6, 9, 12, 15, 18, 21, 24, 27, 30**. ### Step 2: Calculate the mean. The formula for the mean (average) is given by: \[ \text{Mean} = \frac{\sum x_i}{n} \] Where: - \( \sum x_i \) is the sum of all observations. - \( n \) is the total number of observations. Calculating the sum of the observations: \[ \sum x_i = 3 + 6 + 9 + 12 + 15 + 18 + 21 + 24 + 27 + 30 = 165 \] Now, substitute the values into the mean formula: \[ \text{Mean} = \frac{165}{10} = 16.5 \] ### Step 3: Calculate the variance. The formula for variance is: \[ \text{Variance} = \frac{\sum (x_i - \bar{x})^2}{n} \] Where: - \( x_i \) are the observations, - \( \bar{x} \) is the mean, - \( n \) is the total number of observations. First, we need to calculate \( x_i - \bar{x} \) for each observation: \[ \begin{align*} 3 - 16.5 & = -13.5 \\ 6 - 16.5 & = -10.5 \\ 9 - 16.5 & = -7.5 \\ 12 - 16.5 & = -4.5 \\ 15 - 16.5 & = -1.5 \\ 18 - 16.5 & = 1.5 \\ 21 - 16.5 & = 4.5 \\ 24 - 16.5 & = 7.5 \\ 27 - 16.5 & = 10.5 \\ 30 - 16.5 & = 13.5 \\ \end{align*} \] Next, we calculate \( (x_i - \bar{x})^2 \): \[ \begin{align*} (-13.5)^2 & = 182.25 \\ (-10.5)^2 & = 110.25 \\ (-7.5)^2 & = 56.25 \\ (-4.5)^2 & = 20.25 \\ (-1.5)^2 & = 2.25 \\ (1.5)^2 & = 2.25 \\ (4.5)^2 & = 20.25 \\ (7.5)^2 & = 56.25 \\ (10.5)^2 & = 110.25 \\ (13.5)^2 & = 182.25 \\ \end{align*} \] Now, sum these squared differences: \[ \sum (x_i - \bar{x})^2 = 182.25 + 110.25 + 56.25 + 20.25 + 2.25 + 2.25 + 20.25 + 56.25 + 110.25 + 182.25 = 742.5 \] Finally, substitute this into the variance formula: \[ \text{Variance} = \frac{742.5}{10} = 74.25 \] ### Final Answers: - **Mean**: 16.5 - **Variance**: 74.25
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