Question 515 Marks
Bag A contains $3$ red and $5$ black balls, while bag $B$ contains $4$ red and $4$ black balls. Two balls are transferred at random from bag $A$ to bag $B$ and then a ball is drawn from bag $B$ at random. If the ball drawn from bag $B$ is found to be red find the probability that two red balls were transferred from $A$ to $B$.
Answer
View full question & answer→It is given that bag A contains 3 red and 5 black balls and bag B contains 4 red and 4 black balls.
Let $E_1, E_2, E_3$ and A be the events as defined below:
$E_1$ : Two red balls are transferred from bag A to Bag B.
$E_2$ : One red ball and one black ball is transferred from bag A to bag B.
$E_3$ : Two black balls are transferred from bag A to bag B.
A = Ball drawn from bag B is red.
So,
$\text{P}(\text{E}_1)=\frac{^{3}\text{C}_2}{^{8}\text{C}_2}=\frac{3}{28}$
$\text{P}(\text{E}_2)=\frac{^{3}\text{C}_1\times ^{5}\text{C}_1}{^{8}\text{C}_2}=\frac{15}{28}$
$\text{P}(\text{E}_3)=\frac{^{5}\text{C}_2}{^{8}\text{C}_2}=\frac{10}{28}$
Also,
$\text{P}\Big(\frac{\text{A}}{\text{E}_1}\Big)=\frac{6}{10}$
$\text{P}\Big(\frac{\text{A}}{\text{E}_2}\Big)=\frac{5}{10}$
$\text{P}\Big(\frac{\text{A}}{\text{E}_3}\Big)=\frac{4}{10}$
$\therefore$ Required probability = Probability that two red balls were transferred from A to B given that the ball drawn from bag B is red
$\text{P}\Big(\frac{\text{E}_1}{\text{A}}\Big)=\frac{\text{P}(\text{E}_1)\text{P}\Big(\frac{\text{A}}{\text{E}_1}\Big)}{\text{P}(\text{E}_1)\text{P}\Big(\frac{\text{A}}{\text{E}_1}\Big)+\text{P}(\text{E}_2)\text{P}\Big(\frac{\text{A}}{\text{E}_2}\Big)+\text{P}(\text{E}_3)\text{P}\Big(\frac{\text{A}}{\text{E}_3}\Big)}$
[Using Baye's Theorem]
$=\frac{\frac{3}{28}\times\frac{6}{10}}{\frac{3}{28}\times\frac{6}{10}+\frac{15}{28}\times\frac{5}{10}+\frac{10}{28}\times\frac{4}{10}}$
$=\frac{18}{18+75+40}$
$=\frac{18}{133}$
Let $E_1, E_2, E_3$ and A be the events as defined below:
$E_1$ : Two red balls are transferred from bag A to Bag B.
$E_2$ : One red ball and one black ball is transferred from bag A to bag B.
$E_3$ : Two black balls are transferred from bag A to bag B.
A = Ball drawn from bag B is red.
So,
$\text{P}(\text{E}_1)=\frac{^{3}\text{C}_2}{^{8}\text{C}_2}=\frac{3}{28}$
$\text{P}(\text{E}_2)=\frac{^{3}\text{C}_1\times ^{5}\text{C}_1}{^{8}\text{C}_2}=\frac{15}{28}$
$\text{P}(\text{E}_3)=\frac{^{5}\text{C}_2}{^{8}\text{C}_2}=\frac{10}{28}$
Also,
$\text{P}\Big(\frac{\text{A}}{\text{E}_1}\Big)=\frac{6}{10}$
$\text{P}\Big(\frac{\text{A}}{\text{E}_2}\Big)=\frac{5}{10}$
$\text{P}\Big(\frac{\text{A}}{\text{E}_3}\Big)=\frac{4}{10}$
$\therefore$ Required probability = Probability that two red balls were transferred from A to B given that the ball drawn from bag B is red
$\text{P}\Big(\frac{\text{E}_1}{\text{A}}\Big)=\frac{\text{P}(\text{E}_1)\text{P}\Big(\frac{\text{A}}{\text{E}_1}\Big)}{\text{P}(\text{E}_1)\text{P}\Big(\frac{\text{A}}{\text{E}_1}\Big)+\text{P}(\text{E}_2)\text{P}\Big(\frac{\text{A}}{\text{E}_2}\Big)+\text{P}(\text{E}_3)\text{P}\Big(\frac{\text{A}}{\text{E}_3}\Big)}$
[Using Baye's Theorem]
$=\frac{\frac{3}{28}\times\frac{6}{10}}{\frac{3}{28}\times\frac{6}{10}+\frac{15}{28}\times\frac{5}{10}+\frac{10}{28}\times\frac{4}{10}}$
$=\frac{18}{18+75+40}$
$=\frac{18}{133}$
