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222概率简单数值题short

Convolution of Two Independent Poisson Random Variables

题目

Let XPoisson(2)X \sim \text{Poisson}(2) and YPoisson(3)Y \sim \text{Poisson}(3), independent.

(a) Compute P(X+Y=3)P(X + Y = 3) using the convolution formula P(X+Y=k)=j=0kP(X=j)P(Y=kj)P(X+Y=k) = \sum_{j=0}^{k} P(X=j)P(Y=k-j).

(b) Verify your answer using the fact that X+YPoisson(5)X + Y \sim \text{Poisson}(5).

(c) Compute P(X=1X+Y=3)P(X = 1 \mid X + Y = 3).

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你的答案

P(X+Y=3)

P(X=1 | X+Y=3)