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Question

Mathematics Question on Conditional Probability

A bag contains 44 balls. Two balls are drawn at random and are found to be white. What is the probability that all balls are white?

A

25\frac{2}{5}

B

35\frac{3}{5}

C

45\frac{4}{5}

D

15\frac{1}{5}

Answer

35\frac{3}{5}

Explanation

Solution

Let E1E_1, E2E_2, E3E_3 and AA be the events defined as follows : E1=E_1 = the bag contains 22 white balls and 22 non-white balls, E2=E_2 = the bag contains 33 white balls and 11 non-white ball, E3=E_3 = the bag contains all four white balls and A=A = two white balls have been drawn from the bag. As the bags are selected at random, Then, P(E1)=13P(E_1) =\frac{1}{3}, P(E2)=13P(E_2) =\frac{1}{3}, P(E3)=13P(E_3) = \frac{1}{3} P(AE1)=P(A|E_1) = probability of drawing 22 white balls when E1E_1 has occurred i.e. the bag contains 22 white and 22 non-white balls =2C24C2=16= \frac{^{2}C_{2}}{^{4}C_{2}} = \frac{1}{6} P(AE2)=P(A|E_2) = probability of drawing 22 white balls when E2E_2 has occurred i.e. the bag contains 33 white and 11 non-white ball =3C24C2=36=12= \frac{^{3}C_{2}}{^{4}C_{2}} =\frac{3}{6}= \frac{1}{2} P(AE3)=P(A |E_3) = probability of drawing 22 white balls when E3E_3 has occurred i.e. the bag contains all four white balls =4C24C2=1= \frac{^{4}C_{2}}{^{4}C_{2}} =1 We want to find P(E3A)P(E_3|A). By Bayes' theorem, we have P(E3A)=P(E3)P(AE3)P(E1)P(AE1)+P(E2)P(AE2)+P(E3)P(AE3)P\left(E_{3}|A\right) = \frac{P\left(E_{3}\right)P\left(A |E_{3}\right)}{P \left(E_{1}\right)P\left(A|E_{1}\right) + P\left(E_{2}\right)P\left(A|E_{2}\right)+P\left(E_{3}\right)P\left(A|E_{3}\right)} =13×113×16+13×12+13×1= \frac{\frac{1}{3}\times 1}{\frac{1}{3}\times \frac{1}{6}+\frac{1}{3}\times \frac{1}{2}+\frac{1}{3}\times 1} =116+12+1=610=35= \frac{1}{\frac{1}{6}+\frac{1}{2}+1} = \frac{6}{10} = \frac{3}{5}