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If the mean and variance of a binomial d...

If the mean and variance of a binomial distribution are `15//4` and `15//16` then the number of trials is

A

5

B

2

C

4

D

6

Text Solution

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 variance. ### Step-by-Step Solution: 1. **Understand the formulas for mean and variance of a binomial distribution**: - The mean \( \mu \) of a binomial distribution is given by: \[ \mu = n \cdot p \] - The variance \( \sigma^2 \) of a binomial distribution is given by: \[ \sigma^2 = n \cdot p \cdot q \] where \( q = 1 - p \). 2. **Set up the equations using the given values**: - We are given: \[ \mu = \frac{15}{4} \] \[ \sigma^2 = \frac{15}{16} \] - From the mean equation: \[ n \cdot p = \frac{15}{4} \quad \text{(1)} \] - From the variance equation: \[ n \cdot p \cdot q = \frac{15}{16} \quad \text{(2)} \] 3. **Express \( q \) in terms of \( p \)**: - Since \( q = 1 - p \), we can substitute \( q \) in equation (2): \[ n \cdot p \cdot (1 - p) = \frac{15}{16} \] 4. **Substitute \( n \cdot p \) from equation (1) into equation (2)**: - From equation (1), we know \( n \cdot p = \frac{15}{4} \). Substitute this into equation (2): \[ \frac{15}{4} \cdot (1 - p) = \frac{15}{16} \] 5. **Solve for \( 1 - p \)**: - Multiply both sides by 16 to eliminate the fraction: \[ 15 \cdot 16 \cdot (1 - p) = 15 \cdot 4 \] - Simplifying gives: \[ 16(1 - p) = 4 \] - Dividing both sides by 16: \[ 1 - p = \frac{4}{16} = \frac{1}{4} \] 6. **Find \( p \)**: - Rearranging gives: \[ p = 1 - \frac{1}{4} = \frac{3}{4} \] 7. **Substitute \( p \) back into equation (1) to find \( n \)**: - Substitute \( p = \frac{3}{4} \) into equation (1): \[ n \cdot \frac{3}{4} = \frac{15}{4} \] - Multiply both sides by 4: \[ 3n = 15 \] - Dividing both sides by 3: \[ n = 5 \] ### Final Answer: The number of trials \( n \) is **5**.
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