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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).

Yanam BieapBIEAP Intermediate Board 2022Subjective· 2mImportance★★★★★
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The parameter is λ=2\lambda=2 and P(x=5)=415e2≈0.036P(x=5)=\dfrac{4}{15e^{2}}\approx0.036.

For a Poisson variable, 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−λλ=e−λλ22⇒1=λ2⇒λ=2.e^{-\lambda}\lambda=\dfrac{e^{-\lambda}\lambda^{2}}{2}\Rightarrow 1=\dfrac{\lambda}{2}\Rightarrow \lambda=2.

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