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There are four boxes B(1), B(2), B(3) an...

There are four boxes `B_(1), B_(2), B_(3) and B_(4)`. Box `B_(i)` has `i` cards and on each card a number is printed, the numbers are from 1 to `i`. A box is selected randomly, the probability of selecting box `B_(i)` is `(i)/(10)` and then a card is drawn.
Let `E_(i)` respresent the event that a card with number 'i' is drawn, Then :
Q. `P(B_(3)|E_(2))` is equal to :

A

`(1)/(2)`

B

`(1)/(4)`

C

`(1)/(3)`

D

`(2)/(3)`

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to find the conditional probability \( P(B_3 | E_2) \), where \( B_i \) is the event of selecting box \( B_i \) and \( E_i \) is the event of drawing a card with the number \( i \). ### Step 1: Determine the probabilities of selecting each box The probability of selecting box \( B_i \) is given by: \[ P(B_i) = \frac{i}{10} \] Thus, we have: - \( P(B_1) = \frac{1}{10} \) - \( P(B_2) = \frac{2}{10} = \frac{1}{5} \) - \( P(B_3) = \frac{3}{10} \) - \( P(B_4) = \frac{4}{10} = \frac{2}{5} \) ### Step 2: Calculate the probability of drawing a card with number 2, \( P(E_2) \) To find \( P(E_2) \), we consider the cases when a card with the number 2 can be drawn: - From box \( B_1 \): No card with number 2, so \( P(E_2 | B_1) = 0 \) - From box \( B_2 \): There are 2 cards (1 and 2), so \( P(E_2 | B_2) = \frac{1}{2} \) - From box \( B_3 \): There are 3 cards (1, 2, and 3), so \( P(E_2 | B_3) = \frac{1}{3} \) - From box \( B_4 \): There are 4 cards (1, 2, 3, and 4), so \( P(E_2 | B_4) = \frac{1}{4} \) Now we can calculate \( P(E_2) \) using the law of total probability: \[ P(E_2) = P(E_2 | B_1)P(B_1) + P(E_2 | B_2)P(B_2) + P(E_2 | B_3)P(B_3) + P(E_2 | B_4)P(B_4) \] Substituting the values: \[ P(E_2) = 0 \cdot \frac{1}{10} + \frac{1}{2} \cdot \frac{2}{10} + \frac{1}{3} \cdot \frac{3}{10} + \frac{1}{4} \cdot \frac{4}{10} \] Calculating each term: \[ P(E_2) = 0 + \frac{1}{10} + \frac{1}{10} + \frac{1}{10} = \frac{3}{10} \] ### Step 3: Calculate \( P(E_2 | B_3) \) From box \( B_3 \), the probability of drawing card number 2 is: \[ P(E_2 | B_3) = \frac{1}{3} \] ### Step 4: Apply Bayes' theorem to find \( P(B_3 | E_2) \) Using Bayes' theorem: \[ P(B_3 | E_2) = \frac{P(E_2 | B_3) P(B_3)}{P(E_2)} \] Substituting the known values: \[ P(B_3 | E_2) = \frac{\frac{1}{3} \cdot \frac{3}{10}}{\frac{3}{10}} = \frac{1}{3} \] ### Final Answer Thus, the conditional probability \( P(B_3 | E_2) \) is: \[ \boxed{\frac{1}{3}} \]
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