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Let the random variable X follow B(6.p)....

Let the random variable X follow B(6.p). If 16P(X=4)=P(X=2), then what is the value of p?

A

`(1)/(3)`

B

`(1)/(4)`

C

`(1)/(5)`

D

`(1)/(6)`

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The correct Answer is:
To solve the problem, we need to find the value of \( p \) given that the random variable \( X \) follows a binomial distribution \( B(6, p) \) and that \( 16P(X=4) = P(X=2) \). ### Step-by-Step Solution: 1. **Understand the Binomial Probability Formula**: The probability of getting exactly \( r \) successes in \( n \) trials in a binomial distribution is given by: \[ P(X = r) = \binom{n}{r} p^r (1-p)^{n-r} \] where \( \binom{n}{r} \) is the binomial coefficient. 2. **Set Up the Equations**: For \( n = 6 \): - \( P(X = 4) = \binom{6}{4} p^4 (1-p)^{2} \) - \( P(X = 2) = \binom{6}{2} p^2 (1-p)^{4} \) Given that \( 16P(X=4) = P(X=2) \), we can write: \[ 16 \cdot \binom{6}{4} p^4 (1-p)^2 = \binom{6}{2} p^2 (1-p)^4 \] 3. **Calculate the Binomial Coefficients**: - \( \binom{6}{4} = \binom{6}{2} = 15 \) Thus, the equation simplifies to: \[ 16 \cdot 15 p^4 (1-p)^2 = 15 p^2 (1-p)^4 \] 4. **Cancel Out Common Terms**: We can divide both sides by \( 15 \) (assuming \( p^2(1-p)^2 \neq 0 \)): \[ 16 p^4 (1-p)^2 = p^2 (1-p)^4 \] 5. **Rearranging the Equation**: Rearranging gives: \[ 16 p^4 = p^2 (1-p)^2 \] 6. **Divide by \( p^2 \)** (assuming \( p \neq 0 \)): \[ 16 p^2 = (1-p)^2 \] 7. **Expand and Rearrange**: Expanding the right side: \[ 16 p^2 = 1 - 2p + p^2 \] Rearranging gives: \[ 15 p^2 + 2p - 1 = 0 \] 8. **Use the Quadratic Formula**: The quadratic formula \( p = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} \) applies here with \( a = 15, b = 2, c = -1 \): \[ p = \frac{-2 \pm \sqrt{2^2 - 4 \cdot 15 \cdot (-1)}}{2 \cdot 15} \] \[ p = \frac{-2 \pm \sqrt{4 + 60}}{30} \] \[ p = \frac{-2 \pm \sqrt{64}}{30} \] \[ p = \frac{-2 \pm 8}{30} \] 9. **Calculate the Roots**: - First root: \( p = \frac{6}{30} = \frac{1}{5} \) - Second root: \( p = \frac{-10}{30} = -\frac{1}{3} \) (not valid since probability cannot be negative) 10. **Conclusion**: The valid solution is: \[ p = \frac{1}{5} \] ### Final Answer: The value of \( p \) is \( \frac{1}{5} \).
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