A manufacturing plant makes radios that each contain an integrated circuit (IC) supplied by 3 different companies A, B and C. The probability that the IC in a radio came from one of the sources is 1 3 , i.e. the same for all the companies. ICs are known to be defective with probabilities 0.001, 0.003 and 0.002 for sources A, B and C, respectively. a) What is the probability that any given radio will contain a defective IC? b) If a radio contains a defective IC, find the probability that it came from company A.

Respuesta :

Answer: (a) 0.002     (b)  [tex]\dfrac{1}{6}[/tex]

Step-by-step explanation:

Given : The probability that the IC in a radio came from one of the sources =[tex]P(A)=P(B)=P(C)=\dfrac{1}{3}[/tex]

[tex]P(D|A)=0.001,\ \ P(D|B)=0.003,\ \ P(D|C)=0.002[/tex]

By using the law of total probability :-

[tex]P(D)=P(A)\cdot P(D|A)+P(B)\cdot P(D|B)+P(C)\cdot P(D|C)\\\\\Rightarrow\ P(D)=\dfrac{1}{3}\cdot0.001+\dfrac{1}{3}\cdot0.003+\dfrac{1}{3}\cdot0.002\\\\\Rightarrow\ P(D)=0.002[/tex]

Hence, the probability that any given radio will contain a defective IC : 0.002

By using Bayes theorem , we have

[tex]P(A|D)=\dfrac{P(A)\cdot P(D|A)}{P(D)}\\\\\Rightarrow\ P(A|D)=\dfrac{\dfrac{1}{3}\cdot0.001}{0.002}\\\\\Rightarrow\ P(A|D)=\dfrac{1}{6}[/tex]

Hence, If a radio contains a defective IC, find the probability that it came from company A : [tex]\dfrac{1}{6}[/tex]