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If the sum of mean and variance of a binomial distribution is 4.8 for 5 trials. Find the distribution.

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To solve the problem, we need to find the parameters of a binomial distribution given that the sum of the mean and variance is 4.8, and the number of trials (n) is 5. ### Step-by-Step Solution: 1. **Understand the parameters of the binomial distribution**: - The binomial distribution is defined by two parameters: - \( n \): number of trials - \( p \): probability of success - \( q \): probability of failure, where \( q = 1 - p \) 2. **Write the formulas for mean and variance**: - 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: \[ \sigma^2 = n \cdot p \cdot q \] 3. **Set up the equation based on the given information**: - We know that the sum of the mean and variance is 4.8: \[ \mu + \sigma^2 = 4.8 \] - Substituting the formulas for mean and variance: \[ n \cdot p + n \cdot p \cdot q = 4.8 \] - Given \( n = 5 \): \[ 5p + 5pq = 4.8 \] - This simplifies to: \[ 5p(1 + q) = 4.8 \] - Since \( q = 1 - p \), we can substitute \( q \): \[ 5p(1 + (1 - p)) = 4.8 \] - This simplifies to: \[ 5p(2 - p) = 4.8 \] 4. **Rearranging the equation**: - Expanding the equation: \[ 10p - 5p^2 = 4.8 \] - Rearranging gives: \[ 5p^2 - 10p + 4.8 = 0 \] 5. **Solving the quadratic equation**: - We can use the quadratic formula \( p = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} \): - Here, \( a = 5 \), \( b = -10 \), and \( c = 4.8 \). - Calculate the discriminant: \[ b^2 - 4ac = (-10)^2 - 4 \cdot 5 \cdot 4.8 = 100 - 96 = 4 \] - Now substituting into the quadratic formula: \[ p = \frac{10 \pm \sqrt{4}}{2 \cdot 5} = \frac{10 \pm 2}{10} \] - This gives two possible values for \( p \): \[ p = \frac{12}{10} = 1.2 \quad \text{(not valid since } p \leq 1\text{)} \] \[ p = \frac{8}{10} = 0.8 \] 6. **Finding \( q \)**: - Since \( p = 0.8 \): \[ q = 1 - p = 1 - 0.8 = 0.2 \] 7. **Writing the binomial distribution**: - The binomial distribution can be expressed as: \[ P(X = r) = \binom{n}{r} p^r q^{n-r} \] - Substituting \( n = 5 \), \( p = 0.8 \), and \( q = 0.2 \): \[ P(X = r) = \binom{5}{r} (0.8)^r (0.2)^{5-r} \] ### Conclusion: The binomial distribution is given by: \[ P(X = r) = \binom{5}{r} (0.8)^r (0.2)^{5-r} \]
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MODERN PUBLICATION-PROBABILITY-EXERCISE 13 (h) (LATQ)
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