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JEE Mathematics 2023 Question with Solution

The random variable XX follows binomial distribution B(n,p)B(n, p), for which the difference of the mean and the variance is 11. If 2P(X=2)=3P(X=1)2P(X = 2) = 3P(X = 1), then n2P(X>1)n^2 P(X > 1) is equal to

  • A

    1616

  • B

    1111

  • C

    1212

  • D

    1515

Answer

Correct answer:B

Step-by-step solution

Standard Method

Given: XX follows binomial distribution B(n,p)B(n,p). The difference between mean and variance is 11, and

2P(X=2)=3P(X=1)2P(X=2)=3P(X=1)

Find: n2P(X>1)n^2P(X>1).

Using binomial probabilities,

2(n2)p2(1p)n2=3(n1)p(1p)n12\binom{n}{2}p^2(1-p)^{n-2}=3\binom{n}{1}p(1-p)^{n-1}

So,

2n(n1)2p2(1p)n2=3np(1p)n12\cdot \frac{n(n-1)}{2}p^2(1-p)^{n-2}=3np(1-p)^{n-1}

Cancelling common factors gives

(n1)p=3(1p)(n-1)p=3(1-p)

Hence,

p(n+2)=3p(n+2)=3

so

p=3n+2p=\frac{3}{n+2}

For a binomial distribution, mean =np=np and variance =np(1p)=np(1-p). Their difference is

npnp(1p)=np2=1np-np(1-p)=np^2=1

Thus,

np2=1np^2=1

Substituting p=3n+2p=\frac{3}{n+2},

n(3n+2)2=1n\left(\frac{3}{n+2}\right)^2=1 9n=(n+2)29n=(n+2)^2 n25n+4=0n^2-5n+4=0 (n1)(n4)=0(n-1)(n-4)=0

Since 2P(X=2)2P(X=2) is involved, we need n2n\ge 2. Therefore,

n=4n=4

Then,

p=34+2=12p=\frac{3}{4+2}=\frac{1}{2}

Now,

P(X>1)=1P(X=0)P(X=1)P(X>1)=1-P(X=0)-P(X=1)

For n=4,p=12n=4, p=\frac{1}{2},

P(X=0)=(40)(12)4=116P(X=0)=\binom{4}{0}\left(\frac{1}{2}\right)^4=\frac{1}{16} P(X=1)=(41)(12)4=416P(X=1)=\binom{4}{1}\left(\frac{1}{2}\right)^4=\frac{4}{16}

Therefore,

P(X>1)=1116416=1116P(X>1)=1-\frac{1}{16}-\frac{4}{16}=\frac{11}{16}

Hence,

n2P(X>1)=421116=11n^2P(X>1)=4^2\cdot \frac{11}{16}=11

Therefore, the correct option is B.

Answer Discrepancy in Source Solution

The solution states The Correct Option is D, but the worked calculation concludes

n2P(X>1)=11n^2P(X>1)=11

which matches option B. The algebra in the working supports B, so the final answer is taken as B.

Common mistakes

  • Using the mean-variance condition as npnp(1p)=pnp-np(1-p)=p or any other incorrect simplification. Since mean =np=np and variance =np(1p)=np(1-p), their difference is np2np^2. So the correct condition is np2=1np^2=1.

  • Making an algebra mistake from (n1)p=3(1p)(n-1)p=3(1-p). Expanding correctly gives npp=33pnp-p=3-3p, hence p(n+2)=3p(n+2)=3, not p(n+3)=3p(n+3)=3.

  • Accepting n=1n=1 from the quadratic equation. This is invalid because the given relation contains P(X=2)P(X=2), which requires at least 22 trials. Therefore n=4n=4 is the admissible value.

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