Suppose there are two full bowls of cookies. Bowl #1 has 20 chocolate chip and 30 oatmeal, while bowl #2 has 30 chocolate chip cookies and 20 oatmeal cookies. Our friend Bob picks a bowl at random, and then picks a cookie at random. We may assume there is no reason to believe Bob treats one bowl differently from another, likewise for the cookies. The cookie turns out to be a chocolate chip one. How probable is it that Bob picked it out of Bowl #2?
Let
A = the event of chocolate chip
Let B1 and B2 be the events of selecting Bowl #1 and Bowl #2 respectively.
Since selecting Bowl # 1 and Bowl # 2 are equally likely:
P(B1) = 0.5
P(B2) = 0.5
Bowl # 1:
chocolate chip = 20
oatmeal = 30
Total cookies = 50
So,
P(A/B1) = 20/50 = 0.4
Bowl # 2:
chocolate chip = 30
oatmeal = 20
Total cookies = 50
So,
P(A/B2) = 30/50 = 0.6
By Bayes Theorem:
So,
Answer is:
0.6
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