CMA Foundation · Fundamentals of Business Mathematics and Statistics · Probability
In a Pune factory, Machine A makes 60% of the output and Machine B makes the remaining 40%. Of A's items 5% are defective, and of B's items 10% are defective. An item picked at random is found defective. What is the probability that it came from Machine A?
The probability is 3/7. Machine A contributes 0.03 of defective items (0.6 x 0.05) and Machine B contributes 0.04 (0.4 x 0.10), so the total defective proportion is 0.07. Dividing A's share by the total gives 0.03/0.07 = 3/7 by Bayes' theorem.
- A3/7Correct
- B4/7
- C3/5
- D1/2
Explanation
P(A and defective) = 0.6 x 0.05 = 0.03 and P(B and defective) = 0.4 x 0.10 = 0.04. Total P(defective) = 0.07. P(A | defective) = 0.03/0.07 = 3/7. The option 4/7 is the probability for Machine B, and 3/5 is just the prior share of A.
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