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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 2023Subjective· 2mImportance★★★★★
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Equating P(x=1)P(x=1) and P(x=2)P(x=2) gives λ=2\lambda = 2, so P(x=5)=e−2255!=415e−2P(x=5) = \dfrac{e^{-2}2^5}{5!} = \dfrac{4}{15}e^{-2}.

A Poisson variable has P(x=k)=e−λλkk!P(x=k) = \dfrac{e^{-\lambda}\lambda^k}{k!}.

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 (as λe0\lambda e 0).

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