Let Y₁ and Y₂ be independent normal random variables, each with mean 0 and variance o². Define U₁ = Y₁ + Y₂ and U₂ = Y₁ - Y₂. Show that U₁ and U₂ are independent normal random variables, each with mean 0 and variance 20². [Hint: If (U₁, U₂) has a joint moment-generating function m (1₁, 12), then U₁ and U₂ are independent if and only if m(1₁, 12) = mʊ₁ (1₁)mʊ₂ (1₂).]
Let Y₁ and Y₂ be independent normal random variables, each with mean 0 and variance o². Define U₁ = Y₁ + Y₂ and U₂ = Y₁ - Y₂. Show that U₁ and U₂ are independent normal random variables, each with mean 0 and variance 20². [Hint: If (U₁, U₂) has a joint moment-generating function m (1₁, 12), then U₁ and U₂ are independent if and only if m(1₁, 12) = mʊ₁ (1₁)mʊ₂ (1₂).]
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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![*6.62 Let Y₁ and Y₂ be independent normal random variables, each with mean 0 and variance o².
Define U₁ = Y₁ + Y₂ and U₂ = Y₁ - Y₂. Show that U₁ and U₂ are independent normal random
variables, each with mean 0 and variance 20². [Hint: If (U₁, U₂) has a joint moment-generating
function m (1₁, 12), then U₁ and U₂ are independent if and only if m(1₁, 1₂) = mỤ₁ (1₁)mu₂ (12).]](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F763773a4-b59e-428b-8a3f-bc3dd5fb97d6%2F04e183a3-e228-4ba8-9933-b673a93fcbbd%2Fo382sfa_processed.png&w=3840&q=75)
Transcribed Image Text:*6.62 Let Y₁ and Y₂ be independent normal random variables, each with mean 0 and variance o².
Define U₁ = Y₁ + Y₂ and U₂ = Y₁ - Y₂. Show that U₁ and U₂ are independent normal random
variables, each with mean 0 and variance 20². [Hint: If (U₁, U₂) has a joint moment-generating
function m (1₁, 12), then U₁ and U₂ are independent if and only if m(1₁, 1₂) = mỤ₁ (1₁)mu₂ (12).]
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