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Let X ~ B( n , p ) , If n = 10 and E(X) ...

Let `X ~ B( n , p )` , If `n = 10 `and `E(X) = 5` , Using the following activity find p and Var (X).

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To solve the problem, we need to find the probability \( p \) and the variance \( Var(X) \) for a binomial distribution \( X \sim B(n, p) \) where \( n = 10 \) and \( E(X) = 5 \). ### Step-by-Step Solution: 1. **Understand the Given Information:** - We have a binomial distribution \( X \) with parameters \( n \) (number of trials) and \( p \) (probability of success). - Given \( n = 10 \) and \( E(X) = 5 \). 2. **Use the Formula for Expected Value:** - The expected value \( E(X) \) for a binomial distribution is given by: \[ E(X) = n \cdot p \] - Substituting the known values: \[ 5 = 10 \cdot p \] 3. **Solve for \( p \):** - Rearranging the equation to find \( p \): \[ p = \frac{5}{10} = \frac{1}{2} \] 4. **Find the Value of \( q \):** - The value of \( q \) is defined as: \[ q = 1 - p \] - Substituting the value of \( p \): \[ q = 1 - \frac{1}{2} = \frac{1}{2} \] 5. **Use the Formula for Variance:** - The variance \( Var(X) \) for a binomial distribution is given by: \[ Var(X) = n \cdot p \cdot q \] - Substituting the known values: \[ Var(X) = 10 \cdot \frac{1}{2} \cdot \frac{1}{2} \] 6. **Calculate the Variance:** - Performing the multiplication: \[ Var(X) = 10 \cdot \frac{1}{4} = \frac{10}{4} = 2.5 \] ### Final Answers: - The probability \( p \) is \( \frac{1}{2} \). - The variance \( Var(X) \) is \( 2.5 \).
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