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GATE 2024 ST – Question 27

Non-parametric Statistics · Rank and Sign Tests · 1 mark · Multiple choice

An iid sample n≥11 has a continuous strictly increasing CDF and median M. Test H₀:M=10 against H₁:M>10 by rejecting if T≥c, where T counts observations above 10. If T=t₀ is observed, find the p-value.

  1. Σᵢ₌ₜ₀ⁿC(n,i)(.5)ⁿ
  2. Σᵢ₌₁₀ⁿC(n,i)(.5)ⁿ
  3. Σᵢ₌₀¹⁰C(n,i)(.5)ⁿ
  4. Σᵢ₌₀ᵗ⁰C(n,i)(.5)ⁿ

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Correct answer: (A) Σᵢ₌ₜ₀ⁿC(n,i)(.5)ⁿ

Explanation

Under the null each observation exceeds the median with probability 1/2, independently. Therefore T~Bin(n,1/2). The one-sided alternative favors larger T, so the p-value is P₀(T≥t₀), the sum in **A**.

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