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In binomial probability distribution, me...

In binomial probability distribution, mean is 3 and standard deviation is `3/2`. Then the value of p is

A

`1/4`

B

`3/4`

C

`1/2`

D

`1/3`

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The correct Answer is:
To find the value of \( p \) in a binomial probability distribution where the mean is 3 and the standard deviation is \( \frac{3}{2} \), we can follow these steps: ### Step 1: Understand the formulas In a binomial distribution: - The mean \( \mu \) is given by \( \mu = np \) - The variance \( \sigma^2 \) is given by \( \sigma^2 = npq \) - The standard deviation \( \sigma \) is the square root of the variance, \( \sigma = \sqrt{npq} \) ### Step 2: Write down the given information We know: - Mean \( \mu = 3 \) - Standard deviation \( \sigma = \frac{3}{2} \) ### Step 3: Set up the equations From the mean: \[ np = 3 \quad \text{(Equation 1)} \] From the standard deviation: \[ \sigma^2 = \left(\frac{3}{2}\right)^2 = \frac{9}{4} \] Thus, we have: \[ npq = \frac{9}{4} \quad \text{(Equation 2)} \] ### Step 4: Substitute Equation 1 into Equation 2 From Equation 1, we can express \( q \) in terms of \( p \): \[ q = 1 - p \] Substituting \( np = 3 \) into Equation 2: \[ 3q = \frac{9}{4} \] Now substituting \( q = 1 - p \): \[ 3(1 - p) = \frac{9}{4} \] ### Step 5: Solve for \( p \) Expanding the equation: \[ 3 - 3p = \frac{9}{4} \] Rearranging gives: \[ 3p = 3 - \frac{9}{4} \] To combine the terms on the right, convert 3 into quarters: \[ 3 = \frac{12}{4} \] Thus: \[ 3p = \frac{12}{4} - \frac{9}{4} = \frac{3}{4} \] Now, divide both sides by 3: \[ p = \frac{3}{4} \cdot \frac{1}{3} = \frac{1}{4} \] ### Conclusion The value of \( p \) is: \[ \boxed{\frac{1}{4}} \]
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