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The mean and variance of a binomial dist...

The mean and variance of a binomial distribution are 6 and 4 respectively, then n is

A

9

B

12

C

18

D

10

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to find the value of \( n \) given that the mean and variance of a binomial distribution are 6 and 4, respectively. ### Step-by-Step Solution: 1. **Understand the Mean and Variance of a Binomial Distribution:** - The mean \( \mu \) of a binomial distribution is given by: \[ \mu = n \cdot p \] - The variance \( \sigma^2 \) of a binomial distribution is given by: \[ \sigma^2 = n \cdot p \cdot q \] where \( q = 1 - p \). 2. **Set Up the Equations:** - From the problem, we know: \[ n \cdot p = 6 \quad \text{(1)} \] \[ n \cdot p \cdot q = 4 \quad \text{(2)} \] 3. **Express \( q \) in Terms of \( p \):** - Since \( q = 1 - p \), we can substitute \( q \) in equation (2): \[ n \cdot p \cdot (1 - p) = 4 \] 4. **Substitute \( n \cdot p \) from Equation (1) into Equation (2):** - From equation (1), we have \( n \cdot p = 6 \). Substitute this into the modified equation (2): \[ 6 \cdot (1 - p) = 4 \] 5. **Solve for \( p \):** - Rearranging the equation gives: \[ 6 - 6p = 4 \] \[ 6p = 2 \] \[ p = \frac{1}{3} \] 6. **Find \( q \):** - Now that we have \( p \), we can find \( q \): \[ q = 1 - p = 1 - \frac{1}{3} = \frac{2}{3} \] 7. **Substitute \( p \) Back to Find \( n \):** - Now substitute \( p \) back into equation (1): \[ n \cdot \frac{1}{3} = 6 \] \[ n = 6 \cdot 3 = 18 \] ### Final Answer: Thus, the value of \( n \) is \( 18 \).
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