Consider three independent Poisson random variables X, Y, and Z with parameters A₁ = 1, A2 = 1, and 13 = 9, respectively. What is the probability that X, Y, and Z are all equal? Express your answer as a infinite sum of exponentials and factorials. Consider a new random variable D = Z - X? Is D distributed as a Poisson? Explain your Consider two new random variables S = X + Z and T = Y + Z? What is p(S, T)?

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Consider three independent Poisson random variables X, Y, and Z with parameters λ₁ = 1, λ₂ = 1, and λ3 = 9,
respectively.
What is the probability that X, Y, and Z are all equal? Express your answer as a infinite sum
of exponentials and factorials.
Consider a new random variable D = Z - X? Is D distributed as a Poisson? Explain your
Consider two new random variables S = X + Z and T = Y + Z? What is p(S, T)?
Intuitively, explain why p(S, T) approaches 1.0 as you increase the value of 13 while leaving
the values of ₁ and 2 unchanged?
Transcribed Image Text:Consider three independent Poisson random variables X, Y, and Z with parameters λ₁ = 1, λ₂ = 1, and λ3 = 9, respectively. What is the probability that X, Y, and Z are all equal? Express your answer as a infinite sum of exponentials and factorials. Consider a new random variable D = Z - X? Is D distributed as a Poisson? Explain your Consider two new random variables S = X + Z and T = Y + Z? What is p(S, T)? Intuitively, explain why p(S, T) approaches 1.0 as you increase the value of 13 while leaving the values of ₁ and 2 unchanged?
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