Question 14 Marks
A girl throws a die. If she gets a 5 or 6, she tosses a coin three times and notes the number of heads. If she gets 1, 2, 3, or 4, she tosses a coin two times and notes the number of heads obtained. If she obtained exactly two heads, what is the probability that she threw 1, 2, 3, or 4 with the die?
Answer
View full question & answer→When a die is thrown,
Sample space $=\{1,2,3,4,5,6\}$
Let $\quad$$E_1:$ Girl gets 5 or 6
$E_2:$ Girl gets $1,2,3$ or 4
Then, $\quad P\left(E_1\right)=\frac{2}{6}=\frac{1}{3}$
and$\quad$$P\left(E_2\right)=\frac{4}{6}=\frac{2}{3}$
When she get 5 or 6, she throws a coin three times.
Sample Space = {HHH, HHT, HTH, THH, HTT, THT, TTH, TTT}
Out of these 8 outcomes, exactly two heads are obtained in the 3 outcomes i.e., HHH, HHT, ΤΗΗ. If A denotes the event of getting exactly two heads, then
$P\left(\frac{A}{E_1}\right)=\frac{3}{8}$
Again, when she gets 1, 2, 3 or 4 she throws a coin two times.
Sample space = (HH, HT, TH, TT)
$\therefore \quad P\left(\frac{A}{E_2}\right)=\frac{1}{4}$
Thus, by Bayes' theorem, we have probability that girl gets exactly two heads, when she threw 1, 2, 3 or 4 with the die
$P\left(\frac{E_2}{A}\right)=\frac{P \cdot\left(E_2\right) \cdot P\left(\frac{A}{E_2}\right)}{P \cdot\left(E_1\right) \cdot P\left(\frac{A}{E_1}\right)+P\left(E_2\right) \cdot P\left(\frac{A}{E_2}\right)}$
$=\frac{\frac{2}{3} \times \frac{1}{4}}{\frac{1}{3} \times \frac{3}{8}+\frac{2}{3} \times \frac{1}{4}}=\frac{\frac{1}{6}}{\frac{1}{8}+\frac{1}{6}}=\frac{4}{7}$
Sample space $=\{1,2,3,4,5,6\}$
Let $\quad$$E_1:$ Girl gets 5 or 6
$E_2:$ Girl gets $1,2,3$ or 4
Then, $\quad P\left(E_1\right)=\frac{2}{6}=\frac{1}{3}$
and$\quad$$P\left(E_2\right)=\frac{4}{6}=\frac{2}{3}$
When she get 5 or 6, she throws a coin three times.
Sample Space = {HHH, HHT, HTH, THH, HTT, THT, TTH, TTT}
Out of these 8 outcomes, exactly two heads are obtained in the 3 outcomes i.e., HHH, HHT, ΤΗΗ. If A denotes the event of getting exactly two heads, then
$P\left(\frac{A}{E_1}\right)=\frac{3}{8}$
Again, when she gets 1, 2, 3 or 4 she throws a coin two times.
Sample space = (HH, HT, TH, TT)
$\therefore \quad P\left(\frac{A}{E_2}\right)=\frac{1}{4}$
Thus, by Bayes' theorem, we have probability that girl gets exactly two heads, when she threw 1, 2, 3 or 4 with the die
$P\left(\frac{E_2}{A}\right)=\frac{P \cdot\left(E_2\right) \cdot P\left(\frac{A}{E_2}\right)}{P \cdot\left(E_1\right) \cdot P\left(\frac{A}{E_1}\right)+P\left(E_2\right) \cdot P\left(\frac{A}{E_2}\right)}$
$=\frac{\frac{2}{3} \times \frac{1}{4}}{\frac{1}{3} \times \frac{3}{8}+\frac{2}{3} \times \frac{1}{4}}=\frac{\frac{1}{6}}{\frac{1}{8}+\frac{1}{6}}=\frac{4}{7}$
