The GATE Grind

GATE 2020 ST – Question 17

Joint Distributions · Sampling Distributions · 1 mark · Multiple choice

X₁,…,X₂₀ are iid with density $e^{-|x-2|/3}/6$ on R. What is the distribution of $W=(2/3)\sum_{i=1}^{20}|X_i-2|$?

  1. Central χ²10
  2. Central χ²20
  3. Central χ²30
  4. Central χ²40

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Correct answer: (D) Central χ²40

Explanation

For this Laplace distribution, |Xi−2|/3 is standard exponential. Twice a standard exponential is χ²2. Thus W is the sum of20 independent χ²2 variables and has χ²40 distribution, D.

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