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Bag A contains 2 white, 1 black and 3 re...

Bag A contains 2 white, 1 black and 3 red balls, Bag B contains 3 white, 2 black and 4 red balls and Bag C contains 4 white, 3 black and 2 red balls. One Bag is chosen at random and 2 balls are drawn at random from that Bag. If the randomly drawn balls happen to be red and black, what is the probability that both balls come from Bag B ?

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To solve the problem step by step, we will use the concept of conditional probability and the law of total probability. ### Step 1: Define the events Let: - \( A_1 \): Event that Bag A is chosen. - \( A_2 \): Event that Bag B is chosen. - \( A_3 \): Event that Bag C is chosen. - \( E \): Event that one red and one black ball are drawn. ### Step 2: Calculate the probabilities of choosing each bag Since one bag is chosen at random, the probabilities are: \[ P(A_1) = P(A_2) = P(A_3) = \frac{1}{3} \] ### Step 3: Calculate \( P(E | A_i) \) for each bag Now we need to calculate the probability of drawing one red and one black ball from each bag. #### For Bag A: - Total balls = 2 white + 1 black + 3 red = 6 - The number of ways to choose 1 red and 1 black: \[ P(E | A_1) = \frac{\text{Ways to choose 1 red and 1 black}}{\text{Total ways to choose 2 balls}} = \frac{3C1 \cdot 1C1}{6C2} = \frac{3 \cdot 1}{15} = \frac{3}{15} = \frac{1}{5} \] #### For Bag B: - Total balls = 3 white + 2 black + 4 red = 9 - The number of ways to choose 1 red and 1 black: \[ P(E | A_2) = \frac{4C1 \cdot 2C1}{9C2} = \frac{4 \cdot 2}{36} = \frac{8}{36} = \frac{2}{9} \] #### For Bag C: - Total balls = 4 white + 3 black + 2 red = 9 - The number of ways to choose 1 red and 1 black: \[ P(E | A_3) = \frac{2C1 \cdot 3C1}{9C2} = \frac{2 \cdot 3}{36} = \frac{6}{36} = \frac{1}{6} \] ### Step 4: Use the law of total probability to find \( P(E) \) \[ P(E) = P(E | A_1) P(A_1) + P(E | A_2) P(A_2) + P(E | A_3) P(A_3) \] \[ P(E) = \left(\frac{1}{5} \cdot \frac{1}{3}\right) + \left(\frac{2}{9} \cdot \frac{1}{3}\right) + \left(\frac{1}{6} \cdot \frac{1}{3}\right) \] \[ = \frac{1}{15} + \frac{2}{27} + \frac{1}{18} \] To add these fractions, we need a common denominator. The least common multiple of 15, 27, and 18 is 270. Converting each fraction: \[ \frac{1}{15} = \frac{18}{270}, \quad \frac{2}{27} = \frac{20}{270}, \quad \frac{1}{18} = \frac{15}{270} \] \[ P(E) = \frac{18 + 20 + 15}{270} = \frac{53}{270} \] ### Step 5: Calculate \( P(A_2 | E) \) Using Bayes' theorem: \[ P(A_2 | E) = \frac{P(E | A_2) P(A_2)}{P(E)} \] \[ = \frac{\left(\frac{2}{9}\right) \left(\frac{1}{3}\right)}{\frac{53}{270}} = \frac{\frac{2}{27}}{\frac{53}{270}} = \frac{2 \cdot 270}{27 \cdot 53} = \frac{20}{53} \] ### Final Answer Thus, the probability that both balls come from Bag B given that one red and one black ball are drawn is: \[ \boxed{\frac{20}{53}} \]
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