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Exercise 13.3 · Q11

Q.A manufacturer has three machine operators A, B and C. The first operator A produces 1% defective items, where as the other two operators B and C produce 5% and 7% defective items respectively. A is on the job for 50% of the time, B is on the job for 30% of the time and C is on the job for 20% of the time. A defective item is produced, what is the probability that it was produced by A?

Nagaland NbseTextbookSubjective· 5mImportance★★★★★
Appeared in past exams:CBSE 2019· Set 65/1/1· 6mexact
33% · 55/165 Questions
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By Bayes' theorem, P(A∣defective)=534≈0.147P(A\mid \text{defective})=\dfrac{5}{34}\approx 0.147.

Let A,B,CA,B,C be the events that an item was made by operator A, B, C, and DD that it is defective.

P(A)=0.5, P(B)=0.3, P(C)=0.2,P(D∣A)=0.01, P(D∣B)=0.05, P(D∣C)=0.07.P(A)=0.5,\ P(B)=0.3,\ P(C)=0.2,\qquad P(D\mid A)=0.01,\ P(D\mid B)=0.05,\ P(D\mid C)=0.07.

Total probability of a defective item:

P(D)=(0.5)(0.01)+(0.3)(0.05)+(0.2)(0.07)=0.005+0.015+0.014=0.034.P(D)=(0.5)(0.01)+(0.3)(0.05)+(0.2)(0.07)=0.005+0.015+0.014=0.034.

Bayes' theorem: …

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