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In a binomial distribution the sum and d...

In a binomial distribution the sum and difference of mean and variance are 1.8 and 0.2 respectively. Find the parameters.

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To solve the problem, we need to find the parameters \( n \), \( p \), and \( q \) of a binomial distribution given the sum and difference of the mean and variance. ### Step-by-Step Solution: 1. **Understand the Mean and Variance of Binomial Distribution**: - The mean \( \mu \) of a binomial distribution is given by: \[ \mu = n \cdot p \] - The variance \( \sigma^2 \) is given by: \[ \sigma^2 = n \cdot p \cdot q \] where \( q = 1 - p \). 2. **Set Up the Equations**: - We are given that the sum of the mean and variance is \( 1.8 \): \[ np + npq = 1.8 \quad \text{(Equation 1)} \] - We are also given that the difference between the mean and variance is \( 0.2 \): \[ np - npq = 0.2 \quad \text{(Equation 2)} \] 3. **Divide Equation 1 by Equation 2**: - Dividing both equations gives: \[ \frac{np + npq}{np - npq} = \frac{1.8}{0.2} \] - Simplifying the right side: \[ \frac{1.8}{0.2} = 9 \] - Thus, we have: \[ \frac{np(1 + q)}{np(1 - q)} = 9 \] - Cancelling \( np \) from both sides (assuming \( np \neq 0 \)): \[ \frac{1 + q}{1 - q} = 9 \] 4. **Solve for \( q \)**: - Cross-multiplying gives: \[ 1 + q = 9(1 - q) \] - Expanding the right side: \[ 1 + q = 9 - 9q \] - Rearranging terms: \[ 1 + q + 9q = 9 \] \[ 10q = 8 \] \[ q = \frac{8}{10} = 0.8 \] 5. **Find \( p \)**: - Since \( p + q = 1 \): \[ p = 1 - q = 1 - 0.8 = 0.2 \] 6. **Substitute \( p \) and \( q \) back into Equation 1**: - Using Equation 1: \[ np + npq = 1.8 \] - Substitute \( p \) and \( q \): \[ n(0.2) + n(0.2)(0.8) = 1.8 \] - Simplifying: \[ n(0.2) + n(0.16) = 1.8 \] \[ n(0.36) = 1.8 \] - Solving for \( n \): \[ n = \frac{1.8}{0.36} = 5 \] 7. **Final Parameters**: - Thus, the parameters are: \[ n = 5, \quad p = 0.2, \quad q = 0.8 \] ### Summary of the Solution: - The parameters of the binomial distribution are: - \( n = 5 \) - \( p = 0.2 \) - \( q = 0.8 \)
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