Given: Machines A, B, and C manufacture 20%, 30%, and 50% of the bolts respectively. Their defective rates are 3%, 4%, and 2% respectively.
Find: The probability that a bolt was manufactured by C given that it is defective.
Use Bayes' Theorem:
P(C∣D)=P(D)P(D∣C)P(C)First compute the total probability of a defective bolt:
P(D)=P(D∣A)P(A)+P(D∣B)P(B)+P(D∣C)P(C)
Substituting the given values from the question:
P(D)=(0.03)(0.20)+(0.04)(0.30)+(0.02)(0.50)
=0.006+0.012+0.010=0.028Now apply Bayes' Theorem:
P(C∣D)=0.028(0.02)(0.50)=0.0280.01=2810=145Therefore, the probability that the defective bolt was manufactured by C is 145. Hence, the correct option is A.