Probability, Statistics and Queueing

In an acceptance sampling inspection, 10 items are drawn at random from a large lot with a defect rate of 5%, and the lot is accepted if none of them is defective. Which of the following is closest to the probability that this lot is accepted?

  1. A0.40
  2. B0.50
  3. C0.60
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Answer: C. 0.60

Because the lot is large, each of the 10 items drawn can be regarded as good independently with a probability of 95%. The probability that all 10 are good is 0.95¹⁰ ≈ 0.60. Even a lot with a 5% defect rate is accepted about 60% of the time, so the sample size and acceptance criterion are chosen according to which defect rates should be rejected and with what probability.

  • A. 1 − 0.95¹⁰ ≈ 0.40 is the probability that one or more defectives are found and the lot is rejected.
  • B. This is 1 − 10 × 0.05 = 0.50, which simply adds the probabilities of finding a defective and so counts the cases with two or more defectives more than once.
  • C. Correct. 0.95¹⁰ ≈ 0.60.
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