For three categorical variables X, Y and Z: a. When Y is jointly independent of X and Z, show that X and Y are conditionally independent, given Z. b. Prove that mutual independence of X, Y and Z implies that X and Y are both marginally and conditionally independent. c. When X is independent of Y and Y is independent of Z, explain why X is not necessarily independent of Z.

Elements Of Modern Algebra
8th Edition
ISBN:9781285463230
Author:Gilbert, Linda, Jimmie
Publisher:Gilbert, Linda, Jimmie
Chapter2: The Integers
Section2.3: Divisibility
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For three categorical variables X, Y and Z:

a. When Y is jointly independent of X and Z, show that X and Y are conditionally independent, given Z.

b. Prove that mutual independence of X, Y and Z implies that X and Y are both marginally and conditionally independent.

c. When X is independent of Y and Y is independent of Z, explain why X is not necessarily independent of Z.

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