How to Solve Moments and Transformations — Univariate RV — coefficient of variation Questions on Exam P

Exam P Topic: Moments and Transformations — Univariate RV — coefficient of variation Verified Procedural Question
Sample Practice Problem ID: #ALSAV
A gamma loss has integer shape 2 and rate 0.001. Calculate its coefficient of variation.
(A)0.5303
(B)0.4714
(C)0.1768
(D)0.2357
(E)0.7071
📖 Worked Solution & Strategy
View the loss as the sum of \(2\) independent exponentials, each with mean \(1000\) and variance \(1{,}000{,}000\). Hence the gamma mean is \(2(1000)\), its variance is \(2(1{,}000{,}000)\), and \(\operatorname{CV}=\operatorname{SD}/\operatorname{E}[X]=1/\sqrt{2}\).
Therefore, the result is \(0.7071\), so the correct answer is option (E).

Final Answer: Option (E)

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