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The mean and the variance in a binomial ...

The mean and the variance in a binomial distribution are found to be 2 and I respectively. The probability P(X= 0)is:

A

a) (1)/(2)

B

b) (1)/(4)

C

c) (1)/(8)

D

d) (1)/(16)

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The correct Answer is:
To solve the problem, we need to find the probability \( P(X = 0) \) in a binomial distribution where the mean \( np = 2 \) and the variance \( npq = 1 \). ### Step-by-Step Solution: 1. **Identify the Mean and Variance Equations:** - The mean of a binomial distribution is given by: \[ np = 2 \quad \text{(1)} \] - The variance of a binomial distribution is given by: \[ npq = 1 \quad \text{(2)} \] 2. **Express \( q \) in terms of \( p \):** - Since \( p + q = 1 \), we can express \( q \) as: \[ q = 1 - p \] 3. **Substitute \( q \) in the Variance Equation:** - Substitute \( q \) in equation (2): \[ np(1 - p) = 1 \] - Now, substitute \( np = 2 \) from equation (1): \[ 2(1 - p) = 1 \] 4. **Solve for \( p \):** - Rearranging the equation gives: \[ 2 - 2p = 1 \] \[ 2p = 1 \] \[ p = \frac{1}{2} \] 5. **Find \( q \):** - Now, substitute \( p \) back to find \( q \): \[ q = 1 - p = 1 - \frac{1}{2} = \frac{1}{2} \] 6. **Find \( n \):** - Substitute \( p \) back into equation (1) to find \( n \): \[ n \cdot \frac{1}{2} = 2 \] \[ n = 4 \] 7. **Calculate \( P(X = 0) \):** - The probability \( P(X = 0) \) is given by: \[ P(X = 0) = \binom{n}{0} p^0 q^n = \binom{4}{0} \left(\frac{1}{2}\right)^0 \left(\frac{1}{2}\right)^4 \] - Since \( \binom{4}{0} = 1 \) and \( \left(\frac{1}{2}\right)^0 = 1 \): \[ P(X = 0) = 1 \cdot 1 \cdot \left(\frac{1}{2}\right)^4 = \frac{1}{16} \] ### Final Answer: \[ P(X = 0) = \frac{1}{16} \]
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