Comprehension

Questions number 19 and 20 are Assertion and Reason-based questions. Two statements are given, one labelled Assertion (A) and the other labelled Reason (R). Select the correct answer from the codes (A), (B), (C), and (D) as given below.

(A) Both Assertion (A) and Reason (R) are true, and Reason (R) is the correct explanation of the Assertion (A).
(B) Both Assertion (A) and Reason (R) are true, but Reason (R) is not the correct explanation of the Assertion (A).
(C) Assertion (A) is true, but Reason (R) is false.
(D) Assertion (A) is false, but Reason (R) is true.

Question: 1

Assertion (A): The function \( f(x) = x^2 - x + 1 \) is strictly increasing on \((-1, 1)\). Reason (R): If \( f(x) \) is continuous on \([a, b]\) and derivable on \((a, b)\), then \( f(x) \) is strictly increasing on \([a, b]\) if \( f'(x)>0 \) for all \( x \in (a, b) \).

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A function is strictly increasing if \( f'(x)>0 \) for all \( x \) in the given interval. If \( f'(x) \) changes sign, the function is not strictly increasing.
Updated On: Feb 11, 2025
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Solution and Explanation

Step 1: Compute the derivative of \( f(x) = x^2 - x + 1 \): \[ f'(x) = 2x - 1. \] 
Step 2: Analyze the sign of \( f'(x) \) on \((-1, 1)\): - At \( x = \frac{1}{2} \), \( f'(x) = 0 \). - For \( x<\frac{1}{2} \), \( f'(x)<0 \), meaning \( f(x) \) is decreasing. - For \( x>\frac{1}{2} \), \( f'(x)>0 \), meaning \( f(x) \) is increasing. 
Step 3: Since \( f(x) \) is not strictly increasing throughout \((-1,1)\), Assertion (A) is false. 
Step 4: Reason (R) states a correct mathematical theorem, so it is true. Thus, the correct answer is that Assertion (A) is false, but Reason (R) is true.

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Question: 2

In a binomial distribution, \( n = 200 \) and \( p = 0.04 \). Taking Poisson distribution as an approximation to the binomial distribution:
Assertion (A): Mean of Poisson distribution = 8.
Reason (R): \( P(X = 4) = \frac{512}{3e^8} \).

Show Hint

The Poisson distribution is a good approximation for a binomial distribution when \( n \) is large and \( p \) is small (\( np<10 \)). The mean of the Poisson distribution is given by \( \lambda = np \).
Updated On: Feb 11, 2025
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Solution and Explanation

Step 1: For a binomial distribution, the mean is given by: \[ \mu = np = 200 \times 0.04 = 8. \] Since Poisson approximation is used, the mean of the Poisson distribution is also 8. Thus, Assertion (A) is true. 
Step 2: The probability mass function of a Poisson distribution is: \[ P(X = k) = \frac{e^{-\mu} \cdot \mu^k}{k!}. \] Substituting \( \mu = 8 \) and \( k = 4 \): \[ P(X = 4) = \frac{e^{-8} \cdot 8^4}{4!} = \frac{512}{3e^8}. \] Since the given expression matches this calculation, Reason (R) is also true. 
Step 3: However, Reason (R) does not directly explain why the mean of the Poisson distribution is 8. The mean of a Poisson distribution is derived from the binomial approximation (\( \lambda = np \)), not from the probability calculation of \( P(X = 4) \). Thus, Assertion (A) and Reason (R) are both true, but Reason (R) is not the correct explanation of Assertion (A).

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