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Questions › IIT JAM › IIT JAM 2025 › Q12
2 marks, −0.667Statistics › Point and interval estimation › Properties of estimatorsHardabout 2 min

IIT JAM 2025 Question 12: Point and interval estimation

If β^\hat{\beta}β^​ is a consistent estimator of a population parameter β\betaβ; ε\varepsilonε and δ\deltaδ are very small quantities, then ________.

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If β̂ is a consistent estimator of a population parameter β; ε and δ are very small quantities, then. (A) lim_(n→∞)Prob[|β̂-β|<ε]≥ 1-δ (B) lim_(n→∞)Prob[|β̂-β|<ε]=0 (C) lim_(n→∞)Prob[|β̂-β|<ε]=δ (D) lim_(n→∞)Prob[|β̂-β|<ε]=1+δ

Also written as: If beta_hat is a consistent estimator of a population parameter beta; epsilon and delta are very small quantities, then.

Point and interval estimation has come up 28 times in 6 exams since 2008.

What this question tests

This question is on Properties of estimators, part of Point and interval estimation in Statistics.

What makes an estimator good: unbiased, consistent and efficient.

TestStop has 9 past-paper questions on this subtopic; the nearest in year are below.

  • IIT JAM 2021 · Q14Let α̂₁ and α̂₂ be independent unbiased estimators of α with standard errors σ₁ and σ₂ (σ₁ ≠ σ₂). The linear…
  • GATE 2021 · Q22If S²=1/(n-1)Σᵢ₌₁ⁿ(xᵢ-x̄)² is an unbiased and consistent estimator of the population variance, then one can…
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