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NDA 2025
Exam
NDA
Year
2025
Subject
Mathematics
Chapter
Probability

NDA 2025 · Mathematics · Probability

Consider the following for the two (02) items that follow: Let X be...

Consider the following for the two (02) items that follow:
Let XX be a random variable following binomial distribution with parameters n=6n = 6 and p=kp = k. Further, 9P(X=4)=P(X=2)9P(X = 4) = P(X = 2).

What is the value of kk?

Options

  1. A12\dfrac{1}{2}
  2. B13\dfrac{1}{3}
  3. C14\dfrac{1}{4}
  4. D15\dfrac{1}{5}

Correct answer

C. 14\dfrac{1}{4}

Step-by-step solution

The probability mass function of a binomial distribution is given by P(X=r)=nCrprqn−rP(X = r) = ^{n}C_{r} p^r q^{n-r}, where q=1−pq = 1 - p.

Given n=6n = 6, p=kp = k, and q=1−kq = 1 - k.

We have 9P(X=4)=P(X=2)9P(X = 4) = P(X = 2).

Substituting the probabilities:

9(6C4)k4(1−k)2=(6C2)k2(1−k)49 (^{6}C_{4}) k^4 (1 - k)^2 = (^{6}C_{2}) k^2 (1 - k)^4

Since ^{6}C_{4} = ^{6}C_{2} = 15,wecancancelitfrombothsides:<br><br>9k4(1−k)2=k2(1−k)4, we can cancel it from both sides:<br><br>9 k^4 (1 - k)^2 = k^2 (1 - k)^4

Assuming k≠0k \neq 0 and k≠1k \neq 1, dividing both sides by k2(1−k)2k^2 (1 - k)^2 gives:

9k2=(1−k)29 k^2 = (1 - k)^2

Taking the square root of both sides:

3k=1−k⇒4k=1⇒k=143k = 1 - k \Rightarrow 4k = 1 \Rightarrow k = \dfrac{1}{4}

The other root 3k=−(1−k)⇒2k=−1⇒k=−123k = -(1 - k) \Rightarrow 2k = -1 \Rightarrow k = -\dfrac{1}{2} is rejected since probability cannot be negative.

Answer: 14\dfrac{1}{4}
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