SOLUTION: Suppose that an exam has 10 True or False questions. Suppose that a student who doesn’t study has a 50% chance of answering any given question correctly, while a student who do

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Question 1160756: Suppose that an exam has 10 True or False questions. Suppose that a student
who doesn’t study has a 50% chance of answering any given question correctly,
while a student who does study has an 80% chance of answering any given
question correctly. Only half of all students study for the exam. What is the
probability that Alice studied for the exam given that she answered exactly 8
questions correctly?

Answer by ikleyn(52845) About Me  (Show Source):
You can put this solution on YOUR website!
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Suppose that an exam has 10 True or False questions. Suppose that a student
who doesn’t study has a 50% chance of answering any given question correctly,
while a student who does study has an 80% chance of answering any given
question correctly. Only half of all students study for the exam. What is the
probability that Alice studied for the exam given that she answered exactly 8
questions correctly?
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This problem is to determine the conditional probability.


If a student did not study the subject, the probability for him to answer 8 of 10 
questions correctly is

    P(did not study) = C%5B10%5D%5E8%2A0.5%5E8%2A0.5%5E2 = 45%2A0.5%5E10 = 0.043945313

(the standard formula for the binomial distribution).



If a student did study the subject, the probability for him to answer 8 of 10 
questions correctly is

    P(did study) = C%5B10%5D%5E8%2A0.8%5E8%2A0.2%5E2 = 45%2A0.8%5E8%2A0.2%5E2 = 0.301989888

(the standard formula for the binomial distribution).



Thus the probability for a random student to answer 8 of 10 questions is

    P = 0.5*P(did not study) + 0.5*(did study) = 0.5*0.043945313 + 0.5*0.301989888 = 0.1729676.


We use the weights 0.5, because Only half of all students study for the exam.


Therefore, the conditional probability that Alice studied for exam given that she answered correctly 8 questions is

    P%28did_study%29%2FP  = %280.5%2A0.301989888%29%2F0.1729676 = 0.8730  (rounded).    ANSWER
        

Solved.