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Q.In a factory which manufactures bolts, machine A, B and C manufacture respectively 25%, 35% and 40% of the bolts. Of their outputs, 5, 4 and 2 percent are respectively defective bolts. A bolt is drawn at random from the product and is found to be defective. What is the probability that it is manufactured by the machine A?

(OR)
In a hostel, 60% of the students read Hindi newspaper, 40% read English newspaper and 20% read both Hindi and English newspapers. A student is selected at random. [2+2+2=6]
(a) Find the probability that he reads neither Hindi nor English newspapers.
(b) If he reads Hindi newspaper, find the probability that he reads English newspaper.
(c) If he reads English newspaper, find the probability that he reads Hindi newspaper.
Uttarakhand UbseUttarakhand Board Intermediate (Class 12) 2022Subjective· 6mImportance★★★★★
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Main part: apply Bayes' theorem with the machines' output shares as priors and their defect rates as likelihoods. (OR: use P(H∪E)=P(H)+P(E)−P(H∩E)P(H\cup E)=P(H)+P(E)-P(H\cap E) and conditional-probability formulas.)

Main part. Let A,B,CA,B,C be the events "bolt manufactured by machine A/B/C" and DD = "bolt is defective".

P(A)=0.25,P(B)=0.35,P(C)=0.40P(A)=0.25,\quad P(B)=0.35,\quad P(C)=0.40

P(D∣A)=0.05,P(D∣B)=0.04,P(D∣C)=0.02P(D\mid A)=0.05,\quad P(D\mid B)=0.04,\quad P(D\mid C)=0.02

By the Law of Total Probability:

P(D)=P(A)P(D∣A)+P(B)P(D∣B)+P(C)P(D∣C)P(D) = P(A)P(D|A)+P(B)P(D|B)+P(C)P(D|C)

=(0.25)(0.05)+(0.35)(0.04)+(0.40)(0.02)=0.0125+0.014+0.008=0.0345= (0.25)(0.05)+(0.35)(0.04)+(0.40)(0.02) = 0.0125+0.014+0.008 = 0.0345

By Bayes' theorem:

P(A∣D)=P(A)P(D∣A)P(D)=0.01250.0345=125345=2569P(A\mid D) = \frac{P(A)P(D|A)}{P(D)} = \frac{0.0125}{0.0345} = \frac{125}{345} = \frac{25}{69}

OR. Let HH = reads Hindi, EE = reads English. P(H)=0.6P(H)=0.6, P(E)=0.4P(E)=0.4, P(H∩E)=0.2P(H\cap E)=0.2.

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