Example 20 - Chapter 13 Class 12 Probability (Term 2)
Last updated at Feb. 15, 2020 by Teachoo
Bayes theorem
Ex 13.3, 2 Important
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Misc 3
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Ex 13.3, 13 (MCQ) Important
Example 21 Important
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Example 18 Important
Example 17 Important
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Example 19 Important
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Example 37 Important
Example 20 Important You are here
Example 33 Important
Misc 12
Misc 16 Important
Misc 13 Important
Bayes theorem
Example 20 A doctor is to visit a patient. From the past experience, it is known that the probabilities that he will come by train, bus, scooter or by other means of transport are respectively 3/10 , 1/5 , 1/10 and 2/5 . The probabilities that he will be late are 1/4 , 1/3 and 1/12 if he comes by train, bus and scooter respectively, but if he comes by other means of transport, then he will not be late. When he arrives, he is late. What is the probability that he comes by train?Let T1 : Event that doctor came by Train T2 : Event that doctor came by Bus T3 : Event that doctor came by Scooter T4 : Event that doctor came by other means of transport L : Event that doctor arrives late We need to find out Probability of doctor comes by train if he is late i.e. P(T1|L) =(π(π1) Γ π(πΏ|π1))/(π(π1) Γ π(πΏ|π1) + π(π2) Γ π(πΏ|π2) + π(π3) Γ π(πΏ|π3) + π(π4) Γ π(πΏ|π4)) P(T1) = Probability that doctor comes by train = π/ππ P(L|T1) = Probability that doctor comes late if he comes by train = π/π P(T2) = Probability that doctor comes by bus = π/π P(L|T2) = Probability that doctor comes late if he comes by bus = π/π P(T3) = Probability that doctor comes by scooter = π/ππ P(L|T3) = Probability that doctor comes late if he comes by scooter = π/ππ P(T4) = Probability that doctor comes by other means of transport = π/π P(L|T4) = Probability that doctor comes late if he comes by other means of transport = π Putting values in formula, P(T1|L) =(π(π1) Γ π(πΏ|π1))/(π(π1) Γ π(πΏ|π1) + π(π1) Γ π(πΏ|π1) + π(π1) Γ π(πΏ|π1) + π(π1) Γ π(πΏ|π1)) = (3/(10 ) Γ 1/4)/( 3/(10 ) Γ 1/4 + 1/(5 ) Γ 1/3 + 1/(10 ) Γ 1/12 + 2/(5 ) Γ 0 ) =(3/( 40 ) )/( 18/(120 ) ) = 3/40Γ120/18 =360/720 = π/π