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Q.A Poisson variable satisfies P(X=1)=P(X=2)P(X = 1) = P(X = 2). Find P(X=5)P(X = 5).

Telangana TsbieTelangana Board of Intermediate Education 2026Subjective· 2mImportance★★★★★
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P(X=1)=P(X=2)⇒λ=2P(X=1)=P(X=2)\Rightarrow \lambda=2, so P(X=5)=e−2255!=4e−215≈0.036P(X=5)=\dfrac{e^{-2}2^5}{5!}=\dfrac{4e^{-2}}{15}\approx 0.036.

For a Poisson variable with mean λ\lambda, P(X=r)=e−λλrr!P(X=r) = \dfrac{e^{-\lambda}\lambda^{r}}{r!}.

Given P(X=1)=P(X=2)P(X=1) = P(X=2):

e−λλ1!=e−λλ22!⇒λ=λ22⇒λ=2\dfrac{e^{-\lambda}\lambda}{1!} = \dfrac{e^{-\lambda}\lambda^2}{2!} \Rightarrow \lambda = \dfrac{\lambda^2}{2} \Rightarrow \lambda = 2 (since λ≠0\lambda \neq 0).

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