Mathematics · Mathematical Statistics
Let X 1 , ..., X n (n ≥ 2) be a random sample from a U(-θ, 2θ) distribution, where θ > 0 is an unknown parameter. Let X (1) = min{X 1 , ..., X n } and X (n) = max{X 1 , ..., X n }. Which of the following statements is true?
- 1The method of moments estimator of θ is 2X̄/3
- 2The method of moments estimator of θ is 2X̄
- 3The maximum likelihood estimator of θ is max{-X (1) , X (n) /2}✓
- 4The maximum likelihood estimator of θ is min{-X (1) , X (n) /2}
Correct answer
The maximum likelihood estimator of θ is max{-X (1) , X (n) /2}
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