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Question

Mathematics Question on Conditional Probability

Bag II contains 33 white and 33 red balls and bag IIII contains 55 white and 44 red balls. AA bag is taken at random and a ball is drawn from it. If the ball drawn is white, then find the probability that it was drawn from bag IIII.

A

1119\frac{11}{19}

B

1419\frac{14}{19}

C

1219\frac{12}{19}

D

1019\frac{10}{19}

Answer

1019\frac{10}{19}

Explanation

Solution

Let E1E_1, E2E_2 and AA be the events defined as follows : E1=E_1 = bag II is taken E2=E_2 = bag IIII is taken A=A = ball drawn is white Then, P(E1)=12=P(E2)P(E_1) = \frac{1}{2} = P(E_2) P(AE1)=PP(A|E_1) = P(drawing a white ball from bag II) =36=12= \frac{3}{6} = \frac{1}{2} P(AE2)=PP(A|E_2) = P(drawing a white ball from bag IIII) =59= \frac{5}{9} We want to find P(E2A)P(E_2|A) By using Bayes' theorem, we have P(E2A)=P(E2)P(AE2)P(E1)P(AE1)+P(E2)P(AE2)P\left(E_{2}|A\right) = \frac{P\left(E_{2}\right)P\left(A |E_{2}\right)}{P \left(E_{1}\right)P\left(A|E_{1}\right) + P\left(E_{2}\right)P\left(A|E_{2}\right)} =12591259+1212=518518+14= \frac{\frac{1}{2}\cdot\frac{5}{9}}{\frac{1}{2}\cdot\frac{5}{9}+\frac{1}{2}\cdot\frac{1}{2}} = \frac{\frac{5}{18}}{\frac{5}{18}+\frac{1}{4}} =518×3619=1019= \frac{5}{18}\times\frac{36}{19} = \frac{10}{19}