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Q. A card from a pack of $52$ 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.

Probability - Part 2

Solution:

Let $E_1$, $E_2$ and $A$ be the events defined as follows :
$E_1 =$ lost card is of club,
$E_2 =$ lost card is not of club and
$A =$ two cards drawn are both of clubs
Then $P\left(E_{1}\right) = \frac{13}{52} =\frac{1}{4}$ and $P\left(E_{2}\right) = \frac{39}{52} = \frac{3}{4}$
When one card is lost, number of remaining cards in the pack $= 51$.
When $E_1$ has occurred i.e. a card of club is lost, then the probability of drawing $2$ cards of club from the remaining pack i.e. $P(A|E_1) = \frac{^{12}C_{2}}{^{51}C_{2}} = \frac{66}{1275} = \frac{22}{425}$
When $E_2$ has occurred i.e. when a card of clubs is not lost, then the probability of drawing $2$ cards of club from the remaining pack i.e. $ P(A|E_2) = \frac{^{13}C_{2}}{^{51}C_{2}} = \frac{78}{1275} = \frac{26}{425}$
We want to find $P(E_1|A)$.
By Bayes' theorem

$P\left(E_{1}|A\right) = \frac{P\left(E_{1}\right)P\left(A |E_{1}\right)}{P \left(E_{1}\right)P\left(A|E_{1}\right) + P\left(E_{2}\right)P\left(A|E_{2}\right)}$
$=\frac{\frac{1}{4}\cdot\frac{22}{425}}{\frac{1}{4}\cdot\frac{22}{425}+\frac{3}{4}\cdot\frac{26}{425}}$
$= \frac{22}{22+78} = \frac{11}{50}$