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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 P(X=3)P(X = 3)?

Options

  1. A1351024\dfrac{135}{1024}
  2. B5128\dfrac{5}{128}
  3. C451024\dfrac{45}{1024}
  4. D701024\dfrac{70}{1024}

Correct answer

A. 1351024\dfrac{135}{1024}

Step-by-step solution

For a binomial distribution, the probability of rr successes 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 and p=kp = k, we have q=1−kq = 1 - k.

The given condition is 9P(X=4)=P(X=2)9P(X = 4) = P(X = 2).

Substituting the probabilities, we get:

9×6C4k4(1−k)2=6C2k2(1−k)49 \times ^{6}C_{4} k^4 (1-k)^2 = ^{6}C_{2} k^2 (1-k)^4

Since ^{6}C_{4} = ^{6}C_{2} = 15,wecancancel15k2(1−k)2, we can cancel 15 k^2 (1-k)^2 from both sides (as k≠0k \neq 0 and k≠1k \neq 1):

9k2=(1−k)29k^2 = (1-k)^2

Taking the square root on both sides (since k>0k > 0 and 1−k>01-k > 0):

3k=1−k3k = 1 - k

4k=1⇒k=144k = 1 \Rightarrow k = \dfrac{1}{4}

Now, we need to find P(X=3)P(X = 3):

P(X=3)=6C3k3(1−k)3P(X = 3) = ^{6}C_{3} k^3 (1-k)^3

P(X=3)=20(14)3(34)3P(X = 3) = 20 \left(\dfrac{1}{4}\right)^3 \left(\dfrac{3}{4}\right)^3

P(X=3)=20×164×2764P(X = 3) = 20 \times \dfrac{1}{64} \times \dfrac{27}{64}

P(X=3)=5404096=1351024P(X = 3) = \dfrac{540}{4096} = \dfrac{135}{1024}

Answer: 1351024\dfrac{135}{1024}
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