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In a binomial distribution the mean is 2...

In a binomial distribution the mean is 20, standard deviation is `sqrt15` and p =

A

`(3)/(4)`

B

`(1)/(4)`

C

`(1)/(2)`

D

`(1)/(3)`

Text Solution

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The correct Answer is:
To solve the problem, we need to find the value of \( p \) in a binomial distribution given the mean and standard deviation. ### Step-by-Step Solution: 1. **Understand the Mean and Standard Deviation in a Binomial Distribution:** - The mean \( \mu \) of a binomial distribution is given by: \[ \mu = n \cdot p \] - The standard deviation \( \sigma \) is given by: \[ \sigma = \sqrt{n \cdot p \cdot (1 - p)} \] 2. **Given Values:** - From the problem, we have: \[ \mu = 20 \quad \text{and} \quad \sigma = \sqrt{15} \] 3. **Set Up the Equations:** - From the mean: \[ n \cdot p = 20 \quad \text{(1)} \] - From the standard deviation: \[ \sigma^2 = n \cdot p \cdot (1 - p) \implies 15 = n \cdot p \cdot (1 - p) \quad \text{(2)} \] 4. **Substitute Equation (1) into Equation (2):** - From equation (1), we can express \( n \) in terms of \( p \): \[ n = \frac{20}{p} \] - Substitute \( n \) into equation (2): \[ 15 = \left(\frac{20}{p}\right) \cdot p \cdot (1 - p) \] - Simplifying this gives: \[ 15 = 20(1 - p) \] 5. **Solve for \( p \):** - Rearranging the equation: \[ 15 = 20 - 20p \] \[ 20p = 20 - 15 \] \[ 20p = 5 \] \[ p = \frac{5}{20} = \frac{1}{4} \] 6. **Final Answer:** - The value of \( p \) is: \[ p = \frac{1}{4} \]
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