JEE Main & Advanced Mathematics Probability Question Bank Conditional probability bayes theorem

  • question_answer
    A bag ?A? contains 2 white and 3 red balls and bag ?B? contains 4 white and 5 red balls. One ball is drawn at random from a randomly chosen bag and is found to be red. The probability that it was drawn from bag ?B? was [BIT Ranchi 1988; IIT 1976]

    A)                 \[\frac{5}{14}\]    

    B)                 \[\frac{5}{16}\]

    C)                 \[\frac{5}{18}\]    

    D)                 \[\frac{25}{52}\]  

    Correct Answer: D

    Solution :

               Let \[{{E}_{1}}\] be the event that the ball is drawn from bag \[A,\,{{E}_{2}}\] the event that it is drawn from bag \[B\] and \[E\] that the ball is red.We have to find \[P({{E}_{2}}/E)\]. Since both the bags are equally likely to be selected, we have \[P({{E}_{1}})=P({{E}_{2}})=\frac{1}{2}\] Also \[P(E/{{E}_{1}})=3/5\] and \[P(E/{{E}_{2}})=5/9.\] Hence by Bay?s theorem, we have \[P({{E}_{2}}/E)=\frac{P({{E}_{2}})\,P(E/{{E}_{2}})}{P({{E}_{1}})\,P(E/{{E}_{1}})+P({{E}_{2}})\,P(E/{{E}_{2}})}\]    \[=\frac{\frac{1}{2}.\frac{5}{9}}{\frac{1}{2}.\frac{3}{5}+\frac{1}{2}.\frac{5}{9}}=\frac{25}{52}.\]


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