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The variance of alpha,beta and gamma is ...

The variance of `alpha,beta and gamma` is 9, then variance of `5 alpha, 5 beta, 5 gamma` is

A

45

B

`9//25`

C

5//9`

D

225

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AI Generated Solution

The correct Answer is:
To solve the problem, we need to find the variance of the new variables \(5\alpha\), \(5\beta\), and \(5\gamma\) given that the variance of \(\alpha\), \(\beta\), and \(\gamma\) is 9. ### Step-by-Step Solution: 1. **Understand the Variance Scaling Property**: The variance of a random variable \(X\) scaled by a constant \(c\) is given by: \[ \text{Var}(cX) = c^2 \cdot \text{Var}(X) \] This means if we multiply a random variable by a constant, the variance is multiplied by the square of that constant. 2. **Identify the Given Information**: We are given that: \[ \text{Var}(\alpha, \beta, \gamma) = 9 \] This means the variance of the variables \(\alpha\), \(\beta\), and \(\gamma\) is 9. 3. **Apply the Scaling Property**: We want to find the variance of the new variables \(5\alpha\), \(5\beta\), and \(5\gamma\). Using the scaling property: \[ \text{Var}(5\alpha, 5\beta, 5\gamma) = 5^2 \cdot \text{Var}(\alpha, \beta, \gamma) \] Substituting the known variance: \[ \text{Var}(5\alpha, 5\beta, 5\gamma) = 25 \cdot 9 \] 4. **Calculate the New Variance**: Now, calculate: \[ 25 \cdot 9 = 225 \] 5. **Final Result**: Thus, the variance of \(5\alpha\), \(5\beta\), and \(5\gamma\) is: \[ \text{Var}(5\alpha, 5\beta, 5\gamma) = 225 \] ### Conclusion: The variance of \(5\alpha\), \(5\beta\), and \(5\gamma\) is **225**. ---
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  2. The variance of first n natural number is:

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