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Part CCSIR NET December 2024read-the-distribution-off-the-generating-function

Read the distribution off the generating function

Let X and Y be independent random variables with the moment generating functions M_X(t) = (1/9)(2 + eᵗ and M_Y(t) = exp[eᵗ , respectively. Then, which of the following statements are true?

  1. A.P(XY = 0) = (4 + 5e⁻
  2. B.
  3. C.Var(X + Y) = 2
  4. D.Cov(2X + Y, X − 2Y) = −10/9

You have the answer. Trap Analysis is why the other three were written.

Not a worked solution repeated four times — the specific reasoning error each wrong option was built to reward.

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50 are analysed free — try those first.

Related counterexample: Uncorrelated ⇒ independent

More on this topic

The chapter behind this: Random variables, moments and generating functions — free to read

From ProbabilityRandom variables, distributions, moments, MGF

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