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Question

Mathematics Question on Conditional Probability

Let three fair coins be tossed. Let A=A = {all heads or all tails}, B=B = {atleast two heads), and C=C = {atmost two tails). Which of the following events are independent ?

A

AA and CC

B

BB and CC

C

AA and BB

D

None of these

Answer

AA and BB

Explanation

Solution

The events can be written explicitly A=HHH,TTTA = \\{HHH,\, TTT\\}, B=HHH,HHT,HTH,THHB = \\{HHH,\, HHT,\, HTH,\, THH\\} C=HHH,HHT,HTH,THH,HTT,THT,TTHC = \\{HHH,\, HHT,\, HTH,\, THH,\, HTT,\, THT,\, TTH\\} P(AB)=1/8P(A \cap B) = 1/8 also P(A).P(B)=(2/8)(4/8)=1/8=P(AB)P(A). P(B) = (2/8)(4/8) = 1/8 = P(A \cap B) So, AA and BB are independent. P(AC)=1/8P(A \cap C) = 1/8 also P(A).P(C)=(2/8)(7/8)=7/32P(AC)P(A). P(C) = (2/8)(7/8) = 7/32 \ne P(A \cap C) So, AA and CC are dependent. P(BC)=4/8P(B \cap C) = 4/8 also P(B).P(C)=(4/8)(7/8)=7/16P(BC)P(B). P(C) = (4/8)(7/8) = 7/16 \ne P(B \cap C) So, BB and CC are dependent.