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A multiple choice exam has 4 choices for each question. A student has studied enough so that the probability they will know the answer to a question is 0.5, the probability that they will be able to eliminate one choice is 0.25, otherwise all 4 choices seem equally plausible. If they know the answer they will get the question right. If not, they have to guess from the 3 or 4 choices. As the teacher, you want to test to measure what the student knows. If the student answers a question correctly, what is the probability they knew the answer?

 Feb 14, 2020
 #1
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P[knew answer|correct answer]=P[correct answer | knew answer]P[knew answer]P[correct answer]

 

P[knew answer]=12P[correct answer|knew answer]=1P[correct answer]=12+12(1413+3414)=6196

 

P[knew answer|correct answer]=1126196=4861

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 Feb 16, 2020

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