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Q.In answering a question on a multiple choice test, a student either knows the answer or guesses. Let 34\dfrac34 be the probability that he knows the answer and 14\dfrac14 be the probability that he guesses. Assuming that a student who guesses at the answer will be correct with probability 14\dfrac14. What is the probability that the student knows the answer given that he answered it correctly?

Uttarakhand UbseUttarakhand Board Intermediate (Class 12) 2025Subjective· 5mImportance★★★★★
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Apply Bayes' theorem with E1=E_1= knows the answer, E2=E_2= guesses, A=A= answered correctly.

Let E1E_1: student knows the answer, P(E1)=34P(E_1)=\dfrac34.

Let E2E_2: student guesses, P(E2)=14P(E_2)=\dfrac14.

Let AA: student answers correctly.

P(A∣E1)=1P(A\mid E_1)=1 (if the student knows, the answer is correct).

P(A∣E2)=14P(A\mid E_2)=\dfrac14 (given).

By Bayes' theorem:

P(E1∣A)=P(E1)P(A∣E1)P(E1)P(A∣E1)+P(E2)P(A∣E2)P(E_1\mid A)=\dfrac{P(E_1)P(A\mid E_1)}{P(E_1)P(A\mid E_1)+P(E_2)P(A\mid E_2)}

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