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Q.Suppose that an urn B1B_1 contains 2 white and 3 black balls and another urn B2B_2 contains 3 white and 4 black balls. One urn is selected at random and a ball is drawn from it. If the ball drawn is found black, find the probability that the urn chosen was B1B_1.

Telangana TsbieTelangana Board of Intermediate Education 2023Subjective· 7mImportance★★★★★
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By Bayes' theorem, P(B1∣black)=2141P(B_1\mid \text{black}) = \dfrac{21}{41}.

Urn B1B_1: 2 white, 3 black (5 total); Urn B2B_2: 3 white, 4 black (7 total). An urn is chosen at random: P(B1)=P(B2)=12P(B_1) = P(B_2) = \tfrac12.

Likelihoods of drawing a black ball:

P(black∣B1)=35,P(black∣B2)=47P(\text{black}\mid B_1) = \dfrac35, \qquad P(\text{black}\mid B_2) = \dfrac47.

By Bayes' theorem,

P(B1∣black)=P(B1)P(black∣B1)P(B1)P(black∣B1)+P(B2)P(black∣B2)P(B_1\mid\text{black}) = \dfrac{P(B_1)P(\text{black}\mid B_1)}{P(B_1)P(\text{black}\mid B_1) + P(B_2)P(\text{black}\mid B_2)}

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