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A student appeared in an examination consisting of 8 true - false . The student guesses the answers with equal probability . The smallest value of n, so that the probability of guessing at least 'n' correct answer is less than `(1)/(2)` is

A

5

B

6

C

3

D

4

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to determine the smallest value of \( n \) such that the probability of guessing at least \( n \) correct answers out of 8 true-false questions is less than \( \frac{1}{2} \). ### Step-by-Step Solution: 1. **Understanding the Problem**: The student guesses the answers with equal probability, meaning the probability of getting each answer correct is \( \frac{1}{2} \). We need to find the smallest \( n \) such that the probability of getting at least \( n \) correct answers is less than \( \frac{1}{2} \). 2. **Setting Up the Probability**: The total number of questions is 8. The number of ways to choose \( r \) correct answers out of 8 is given by the binomial coefficient \( \binom{8}{r} \). The probability of getting exactly \( r \) correct answers when guessing is: \[ P(X = r) = \binom{8}{r} \left(\frac{1}{2}\right)^8 \] Therefore, the probability of getting at least \( n \) correct answers is: \[ P(X \geq n) = \sum_{r=n}^{8} P(X = r) = \sum_{r=n}^{8} \binom{8}{r} \left(\frac{1}{2}\right)^8 \] 3. **Finding the Cumulative Probability**: We can express this as: \[ P(X \geq n) = \frac{1}{2^8} \sum_{r=n}^{8} \binom{8}{r} \] We need to find the smallest \( n \) such that: \[ \frac{1}{2^8} \sum_{r=n}^{8} \binom{8}{r} < \frac{1}{2} \] This simplifies to: \[ \sum_{r=n}^{8} \binom{8}{r} < 2^7 = 128 \] 4. **Calculating the Binomial Coefficients**: We need to calculate the cumulative sum of the binomial coefficients from \( n \) to 8 and find the smallest \( n \) for which this sum is less than 128. - For \( n = 0 \): \[ \sum_{r=0}^{8} \binom{8}{r} = 256 \] - For \( n = 1 \): \[ \sum_{r=1}^{8} \binom{8}{r} = 256 - 1 = 255 \] - For \( n = 2 \): \[ \sum_{r=2}^{8} \binom{8}{r} = 256 - 8 - 1 = 247 \] - For \( n = 3 \): \[ \sum_{r=3}^{8} \binom{8}{r} = 256 - 28 - 8 - 1 = 219 \] - For \( n = 4 \): \[ \sum_{r=4}^{8} \binom{8}{r} = 256 - 70 - 28 - 8 - 1 = 149 \] - For \( n = 5 \): \[ \sum_{r=5}^{8} \binom{8}{r} = 256 - 126 - 70 - 28 - 8 - 1 = 70 \] 5. **Conclusion**: The smallest \( n \) such that the sum is less than 128 is \( n = 5 \). Thus, the answer is: \[ \boxed{5} \]
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