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A fair coin is tossed 99 times. Let x be...

A fair coin is tossed 99 times. Let x be the number of times heads occurs. Then `P(X=r)` is maximum when r is .

A

49

B

52

C

51

D

none of these

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The correct Answer is:
To solve the problem, we need to determine the value 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. - Let \( X \) be the number of times heads occurs. - We need to find \( r \) such that \( P(X = r) \) is maximized. 2. **Identifying the Distribution**: - Since the coin is fair, the probability of getting heads (success) is \( p = \frac{1}{2} \) and the probability of getting tails (failure) is \( q = \frac{1}{2} \). - The number of trials \( n = 99 \). 3. **Using the Binomial Probability Formula**: - The probability of getting exactly \( r \) heads in 99 tosses is given by: \[ P(X = r) = \binom{n}{r} p^r q^{n-r} \] - Substituting the values: \[ P(X = r) = \binom{99}{r} \left(\frac{1}{2}\right)^r \left(\frac{1}{2}\right)^{99 - r} = \binom{99}{r} \left(\frac{1}{2}\right)^{99} \] 4. **Maximizing the Probability**: - To maximize \( P(X = r) \), we need to maximize \( \binom{99}{r} \) since \( \left(\frac{1}{2}\right)^{99} \) is a constant factor. - The binomial coefficient \( \binom{n}{r} \) is maximized when \( r \) is close to \( \frac{n}{2} \). 5. **Calculating the Maximum Value of \( r \)**: - For \( n = 99 \): \[ r = \frac{99}{2} = 49.5 \] - Since \( r \) must be an integer, we check \( r = 49 \) and \( r = 50 \). - Both \( \binom{99}{49} \) and \( \binom{99}{50} \) will yield the maximum value. 6. **Conclusion**: - Therefore, the value of \( r \) for which \( P(X = r) \) is maximum is either \( 49 \) or \( 50 \). However, since the question asks for a single value, we can state: \[ r = 49 \] ### Final Answer: The value of \( r \) for which \( P(X = r) \) is maximum is **49**.
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