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A binomial random variable X, 5P(X = 3) ...

A binomial random variable X, 5P(X = 3) = 2P(X = 2), when n = 5. Find the value of parameter p.

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To solve the problem, we need to find the value of the parameter \( p \) in a binomial distribution where \( n = 5 \) and the relationship between the probabilities of \( X = 3 \) and \( X = 2 \) is given by \( 5P(X = 3) = 2P(X = 2) \). ### Step-by-Step Solution: 1. **Understand the Binomial Probability Formula**: The probability of getting exactly \( k \) successes in \( n \) trials is given by: \[ P(X = k) = \binom{n}{k} p^k (1-p)^{n-k} \] where \( \binom{n}{k} \) is the binomial coefficient. 2. **Set Up the Probabilities**: For \( n = 5 \): - Calculate \( P(X = 3) \): \[ P(X = 3) = \binom{5}{3} p^3 (1-p)^{2} \] - Calculate \( P(X = 2) \): \[ P(X = 2) = \binom{5}{2} p^2 (1-p)^{3} \] 3. **Substitute the Binomial Coefficients**: - The binomial coefficients are: \[ \binom{5}{3} = \frac{5!}{3!(5-3)!} = \frac{5 \times 4}{2 \times 1} = 10 \] \[ \binom{5}{2} = \frac{5!}{2!(5-2)!} = \frac{5 \times 4}{2 \times 1} = 10 \] Thus, we have: \[ P(X = 3) = 10 p^3 (1-p)^2 \] \[ P(X = 2) = 10 p^2 (1-p)^3 \] 4. **Set Up the Given Equation**: According to the problem: \[ 5P(X = 3) = 2P(X = 2) \] Substituting the probabilities: \[ 5(10 p^3 (1-p)^2) = 2(10 p^2 (1-p)^3 \] Simplifying gives: \[ 50 p^3 (1-p)^2 = 20 p^2 (1-p)^3 \] 5. **Cancel Common Terms**: Assuming \( p \neq 0 \) and \( 1-p \neq 0 \), we can divide both sides by \( 10p^2(1-p)^2 \): \[ 5p = 2(1-p) \] 6. **Rearranging the Equation**: Expanding and rearranging gives: \[ 5p = 2 - 2p \] \[ 5p + 2p = 2 \] \[ 7p = 2 \] 7. **Solve for \( p \)**: \[ p = \frac{2}{7} \] ### Final Answer: The value of the parameter \( p \) is \( \frac{2}{7} \).
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