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15 coins are tossed. If the probability ...

15 coins are tossed. If the probability of getting at least 8 heads is equal to p, then `(8)/(p)` is equal to

A

2

B

4

C

8

D

16

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AI Generated Solution

The correct Answer is:
To solve the problem, we need to find the probability \( p \) of getting at least 8 heads when 15 coins are tossed. Then, we will calculate \( \frac{8}{p} \). ### Step-by-Step Solution: 1. **Understanding the Problem**: We are tossing 15 coins, and we want the probability of getting at least 8 heads. This means we need to consider the cases of getting 8, 9, 10, 11, 12, 13, 14, and 15 heads. 2. **Using Binomial Distribution**: The number of heads in 15 tosses follows a binomial distribution: \[ P(X = k) = \binom{n}{k} p^k (1-p)^{n-k} \] where \( n = 15 \), \( p = \frac{1}{2} \) (probability of heads), and \( k \) is the number of heads. 3. **Calculating the Probability**: We need to calculate: \[ P(X \geq 8) = P(X = 8) + P(X = 9) + P(X = 10) + P(X = 11) + P(X = 12) + P(X = 13) + P(X = 14) + P(X = 15) \] This can be expressed as: \[ P(X \geq 8) = \sum_{k=8}^{15} \binom{15}{k} \left(\frac{1}{2}\right)^{15} \] 4. **Simplifying the Expression**: Since \( \left(\frac{1}{2}\right)^{15} \) is common in all terms, we can factor it out: \[ P(X \geq 8) = \left(\frac{1}{2}\right)^{15} \sum_{k=8}^{15} \binom{15}{k} \] 5. **Using the Binomial Theorem**: The sum of binomial coefficients can be simplified using the identity: \[ \sum_{k=0}^{n} \binom{n}{k} = 2^n \] Therefore: \[ \sum_{k=0}^{15} \binom{15}{k} = 2^{15} \] The sum from \( k=0 \) to \( k=7 \) can be calculated as: \[ \sum_{k=0}^{7} \binom{15}{k} = \sum_{k=8}^{15} \binom{15}{k} \] Thus: \[ \sum_{k=8}^{15} \binom{15}{k} = \frac{1}{2} \cdot 2^{15} = 2^{14} \] 6. **Final Calculation of Probability**: Now substituting back: \[ P(X \geq 8) = \left(\frac{1}{2}\right)^{15} \cdot 2^{14} = \frac{2^{14}}{2^{15}} = \frac{1}{2} \] Therefore, \( p = \frac{1}{2} \). 7. **Calculating \( \frac{8}{p} \)**: Now we can find \( \frac{8}{p} \): \[ \frac{8}{p} = \frac{8}{\frac{1}{2}} = 8 \times 2 = 16 \] ### Final Answer: \[ \frac{8}{p} = 16 \]
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