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There are 3 bags each containing 5 white...

There are 3 bags each containing 5 white balls and 2 black balls, and 2 bags each containing 1 white ball and 4 black balls, a black ball having been drawn, find the chance that it came from the first group.

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To solve the problem, we will use Bayes' theorem to find the probability that a black ball drawn came from the first group of bags. ### Step-by-step Solution: 1. **Define the Events**: - Let \( A \) be the event that the black ball is drawn from the first group of bags (Group A). - Let \( B \) be the event that the black ball is drawn from the second group of bags (Group B). - Let \( C \) be the event that a black ball is drawn. 2. **Determine the Total Number of Bags**: - Group A has 3 bags, and Group B has 2 bags. Thus, the total number of bags is: \[ \text{Total bags} = 3 + 2 = 5 \] 3. **Calculate the Probability of Selecting Each Group**: - The probability of selecting a bag from Group A: \[ P(A) = \frac{3}{5} \] - The probability of selecting a bag from Group B: \[ P(B) = \frac{2}{5} \] 4. **Calculate the Probability of Drawing a Black Ball from Each Group**: - In Group A, each bag contains 5 white balls and 2 black balls. Therefore, the probability of drawing a black ball from a bag in Group A is: \[ P(C|A) = \frac{2}{7} \] - In Group B, each bag contains 1 white ball and 4 black balls. Therefore, the probability of drawing a black ball from a bag in Group B is: \[ P(C|B) = \frac{4}{5} \] 5. **Calculate the Total Probability of Drawing a Black Ball**: - Using the law of total probability: \[ P(C) = P(C|A) \cdot P(A) + P(C|B) \cdot P(B) \] - Substituting the values: \[ P(C) = \left(\frac{2}{7} \cdot \frac{3}{5}\right) + \left(\frac{4}{5} \cdot \frac{2}{5}\right) \] - Calculating each term: \[ P(C) = \frac{6}{35} + \frac{8}{25} \] - Finding a common denominator (which is 175): \[ P(C) = \frac{6 \cdot 5}{175} + \frac{8 \cdot 7}{175} = \frac{30 + 56}{175} = \frac{86}{175} \] 6. **Use Bayes' Theorem to Find \( P(A|C) \)**: - Bayes' theorem states: \[ P(A|C) = \frac{P(C|A) \cdot P(A)}{P(C)} \] - Substituting the known values: \[ P(A|C) = \frac{\left(\frac{2}{7}\right) \cdot \left(\frac{3}{5}\right)}{\frac{86}{175}} \] - Simplifying: \[ P(A|C) = \frac{\frac{6}{35}}{\frac{86}{175}} = \frac{6 \cdot 175}{35 \cdot 86} = \frac{30}{86} = \frac{15}{43} \] ### Final Answer: The probability that the black ball drawn came from the first group is: \[ \boxed{\frac{15}{43}} \]
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