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Prove or give a counterexample. If E1 and E2 are independent, then they are conditionally independent given F.

Short Answer

Expert verified

Rolling two independent six sided dice.

E1 - the number on the first die is 1,E2 - the number on the second die is 4, F - the sum of the numbers is on both dice is 5.

Step by step solution

01

Given Information

Independent events E1,E2.

Event F.

02

Explanation

Do E1and E2have to be conditionally independent given F.

Not true

Counterexample: Rolling two independent six sided dice.E1- the number on the first die is 1, E2- the number on the second die is 4, F- the sum of the numbers is on both dice is 5 .

PE1=16

PE2=16

PE1E2=136

PE2E1=PE1PE2

03

Explanation

P(F)=436=19

PE1F=14

PE2E1F=1

E2E1FPE1F

Since the equality PE2E1FPE1Fis the definition of conditional independence these events are not conditionally independent.

04

Final Answer

Rolling two independent six sided dice.

E1- the number on the first die is 1, E2 - the number on the second die is 4, F- the sum of the numbers is on both dice is 5.

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