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IF the mean and S.D. of binomial distrib...

IF the mean and S.D. of binomial distribution are 20 and 4 respectively. Than the number of trials , is

A

50

B

25

C

100

D

80

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AI Generated Solution

The correct Answer is:
To solve the problem, we need to find the number of trials \( n \) in a binomial distribution given the mean and standard deviation. ### Step-by-Step Solution: 1. **Understand the Mean and Standard Deviation of a Binomial Distribution**: - The mean \( \mu \) of a binomial distribution is given by: \[ \mu = n \cdot p \] - The standard deviation \( \sigma \) is given by: \[ \sigma = \sqrt{n \cdot p \cdot q} \] where \( q = 1 - p \) (the probability of failure). 2. **Given Values**: - Mean \( \mu = 20 \) - Standard Deviation \( \sigma = 4 \) 3. **Set Up the Equations**: - From the mean: \[ n \cdot p = 20 \quad \text{(1)} \] - From the standard deviation: \[ \sqrt{n \cdot p \cdot q} = 4 \quad \text{(2)} \] - Squaring equation (2): \[ n \cdot p \cdot q = 16 \quad \text{(3)} \] 4. **Express \( q \) in Terms of \( p \)**: - Since \( q = 1 - p \), substitute \( q \) into equation (3): \[ n \cdot p \cdot (1 - p) = 16 \quad \text{(4)} \] 5. **Substitute \( n \) from Equation (1) into Equation (4)**: - From equation (1), we can express \( n \) as: \[ n = \frac{20}{p} \] - Substitute \( n \) into equation (4): \[ \frac{20}{p} \cdot p \cdot (1 - p) = 16 \] - Simplifying this gives: \[ 20(1 - p) = 16 \] - Expanding and rearranging: \[ 20 - 20p = 16 \] \[ 20p = 4 \] \[ p = \frac{1}{5} \] 6. **Find \( n \)**: - Substitute \( p \) back into equation (1) to find \( n \): \[ n \cdot \frac{1}{5} = 20 \] \[ n = 20 \cdot 5 = 100 \] ### Final Answer: The number of trials \( n \) is \( 100 \). ---
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