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A fair coin is tossed 99 times. If X is ...

A fair coin is tossed 99 times. If X is the number of times heads occur, then `P(X=r)` is maximum when `r` is `49 , 50` b. `50 , 51` c. `51 , 52` d. none of these

A

49

B

52

C

51

D

50

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The correct Answer is:
To solve the problem, we need to determine the values of \( r \) for which the probability \( P(X = r) \) is maximized when a fair coin is tossed 99 times. ### Step-by-Step Solution: 1. **Understanding the Problem**: We are tossing a fair coin 99 times, and we want to find the values of \( r \) (the number of heads) that maximize the probability \( P(X = r) \). 2. **Using Binomial Distribution**: The number of heads in 99 tosses follows a binomial distribution, where: - \( n = 99 \) (the number of trials), - \( p = \frac{1}{2} \) (the probability of getting heads), - \( q = \frac{1}{2} \) (the probability of getting tails). The probability mass function for a binomial distribution is given by: \[ P(X = r) = \binom{n}{r} p^r q^{n-r} \] Substituting the values, we have: \[ P(X = r) = \binom{99}{r} \left(\frac{1}{2}\right)^r \left(\frac{1}{2}\right)^{99-r} = \binom{99}{r} \left(\frac{1}{2}\right)^{99} \] 3. **Maximizing the Probability**: To maximize \( P(X = r) \), we need to maximize \( \binom{99}{r} \). The binomial coefficient \( \binom{n}{r} \) is maximized when \( r \) is around \( \frac{n}{2} \). 4. **Calculating \( \frac{n}{2} \)**: For \( n = 99 \): \[ \frac{99}{2} = 49.5 \] Since \( r \) must be an integer, we consider \( r = 49 \) and \( r = 50 \). 5. **Verifying the Maximum**: We can verify that \( \binom{99}{49} = \binom{99}{50} \) because: \[ \binom{n}{r} = \binom{n}{n-r} \] Therefore: \[ \binom{99}{49} = \binom{99}{50} \] 6. **Conclusion**: The values of \( r \) for which \( P(X = r) \) is maximized are \( 49 \) and \( 50 \). ### Answer: The correct option is: **a. 49, 50**

To solve the problem, we need to determine the values of \( r \) for which the probability \( P(X = r) \) is maximized when a fair coin is tossed 99 times. ### Step-by-Step Solution: 1. **Understanding the Problem**: We are tossing a fair coin 99 times, and we want to find the values of \( r \) (the number of heads) that maximize the probability \( P(X = r) \). 2. **Using Binomial Distribution**: ...
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