2. Let X₁, X2, Xn represent a random sample from a Poisson distribution with probability mass function given below. p(x) = = e X = = 0, 1, 2, ... (a) Look up the Special Distributions summary sheet on Moodle and state E(X). (b) Find the moment estimator of X. (c) Show that the maximum likelihood estimator of A is the same as the moment estimator. x! " (d) Estimate from the following observations using the moment/maximum likelihood estimator. Round your answer to 4 decimal places. X 0 1 2 3 4 567 Frequency 18 37 42 30 13 7 2 1

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2. Let X₁, X2, ..., Xn represent a random sample from a Poisson distribution with probability
mass function given below.
p(x) =
e-11e0
el
x!
summary sheet on Moodle and state E(X).
X
2
(a) Look up the Special Distributions
(b) Find the moment estimator of X.
(c) Show that the maximum likelihood estimator of X is the same as the moment estimator.
x = 0, 1, 2, ...
(d) Estimate A from the following observations using the moment/maximum likelihood.
estimator. Round your answer to 4 decimal places.
Frequency 18
0 1 2 3
4 5 6 7
37 42 30 13 7 2 1
Transcribed Image Text:2. Let X₁, X2, ..., Xn represent a random sample from a Poisson distribution with probability mass function given below. p(x) = e-11e0 el x! summary sheet on Moodle and state E(X). X 2 (a) Look up the Special Distributions (b) Find the moment estimator of X. (c) Show that the maximum likelihood estimator of X is the same as the moment estimator. x = 0, 1, 2, ... (d) Estimate A from the following observations using the moment/maximum likelihood. estimator. Round your answer to 4 decimal places. Frequency 18 0 1 2 3 4 5 6 7 37 42 30 13 7 2 1
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