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Home/Practice questions/Applied Maths. Section B2
Applied Maths. Section B2Probability Distributions

If a random variable X follows Poisson distribution such that 3P(X=2)…

If a random variable X follows Poisson distribution such that \(3P(X=2)=2P(X=1)\), then the variance of X is :

Answer & explanation+

Correct answer: option 1

The correct answer is Option (1) → \(\displaystyle\frac{4}{3}\)

For a Poisson distribution with parameter λ:

    \( \displaystyle P(X = k) = \frac{e^{-\lambda}\lambda^k}{k!} \)

The given condition becomes:

    \( \displaystyle 3 \times \frac{e^{-\lambda}\lambda^2}{2} = 2 \times e^{-\lambda}\lambda \)

Dividing both sides by \(e^{-\lambda}\lambda\) (which is not zero):

    \( \displaystyle \frac{3\lambda}{2} = 2 \)

    \( \displaystyle \lambda = \frac{4}{3} \)

In a Poisson distribution, variance = mean = λ, so the variance is \(\frac{4}{3}\).

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