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Question

Mathematics Question on Conditional Probability

A card from a pack of 5252 cards is lost. From the remaining cards of the pack, two cards are drawn and are found to be both clubs. Find the probability of the lost card being a club.

A

1150\frac{11}{50}

B

1750\frac{17}{50}

C

1350\frac{13}{50}

D

1950\frac{19}{50}

Answer

1150\frac{11}{50}

Explanation

Solution

Let E1E_1, E2E_2 and AA be the events defined as follows : E1=E_1 = lost card is of club, E2=E_2 = lost card is not of club and A=A = two cards drawn are both of clubs Then P(E1)=1352=14P\left(E_{1}\right) = \frac{13}{52} =\frac{1}{4} and P(E2)=3952=34P\left(E_{2}\right) = \frac{39}{52} = \frac{3}{4} When one card is lost, number of remaining cards in the pack =51= 51. When E1E_1 has occurred i.e. a card of club is lost, then the probability of drawing 22 cards of club from the remaining pack i.e. P(AE1)=12C251C2=661275=22425P(A|E_1) = \frac{^{12}C_{2}}{^{51}C_{2}} = \frac{66}{1275} = \frac{22}{425} When E2E_2 has occurred i.e. when a card of clubs is not lost, then the probability of drawing 22 cards of club from the remaining pack i.e. P(AE2)=13C251C2=781275=26425 P(A|E_2) = \frac{^{13}C_{2}}{^{51}C_{2}} = \frac{78}{1275} = \frac{26}{425} We want to find P(E1A)P(E_1|A). By Bayes' theorem P(E1A)=P(E1)P(AE1)P(E1)P(AE1)+P(E2)P(AE2)P\left(E_{1}|A\right) = \frac{P\left(E_{1}\right)P\left(A |E_{1}\right)}{P \left(E_{1}\right)P\left(A|E_{1}\right) + P\left(E_{2}\right)P\left(A|E_{2}\right)} =14224251422425+3426425=\frac{\frac{1}{4}\cdot\frac{22}{425}}{\frac{1}{4}\cdot\frac{22}{425}+\frac{3}{4}\cdot\frac{26}{425}} =2222+78=1150= \frac{22}{22+78} = \frac{11}{50}