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Question

Mathematics Question on Bayes' Theorem

An urn contains five balls. Two balls are drawn and found to be white. The probability that all the balls are white is

A

110\frac{1}{10}

B

310\frac{3}{10}

C

35\frac{3}{5}

D

12\frac{1}{2}

Answer

12\frac{1}{2}

Explanation

Solution

Let Ai(i=2,3,4,5)A_i ( i = 2, 3, 4, 5) be the event that urn contains 2,3,4,52, 3, 4, 5 white balls and let B be the event that two white balls have been drawn then we have to find P(A5/B)P (A_5/B).
Since the four events A2,A3,A4A_2, A_3, A_4 and A5A_5 are equally likely
we have P(A2)=P(A3)=P(A4)=P(A5)=14P (A_2) = P (A_3) = P (A_4) = P(A_5) = \frac{1}{4}
P(B/A2)P(B/A_2) is probability of event that the urn contains 2 white balls and both have been drawn.
P(B/A2)=2C25C2=110\therefore P\left(B/A_{2}\right) = \frac{^{2}C_{2}}{^{5}C_{2}} = \frac{1}{10}
Similarly P(B/A3)=3C25C2=310P\left(B/A_{3}\right) = \frac{^{3}C_{2}}{^{5}C_{2}} = \frac{3}{10}
P(B/A4)=4C25C2=35P\left(B/A_{4}\right) = \frac{^{4}C_{2}}{^{5}C_{2}} = \frac{3}{5}
P(B/A5)=5C25C2=1.P\left(B/A_{5}\right) = \frac{^{5}C_{2}}{^{5}C_{2}} = 1 .
By Baye?s theorem,
P(A5/B)=P(A5)P(B/A5)P(A2)P(B/A2)+P(A3)P(B/A3)+P(A4)(B/A4)+P(A5)P(B/A5)P\left(A_{5}/B\right) = \frac{P\left(A_{5} \right) P\left(B/A_{5}\right)}{P\left(A_{2}\right)P\left(B/A_{2}\right) + P\left(A_{3}\right)P\left(B/A_{3}\right)+P\left(A_{4}\right)\left(B/A_{4}\right)+P\left(A_{5}\right)P\left(B/A_{5}\right)}
=14.114[110+310+35+1]=1020=12= \frac{\frac{1}{4}.1}{\frac{1}{4} \left[ \frac{1}{10} + \frac{3}{10}+ \frac{3}{5} +1\right]} = \frac{10}{20}= \frac{1}{2}