In: Statistics and Probability
Consider three students taking an examination. Their respective probabilities of obtaining the different available grades are shown in Table 1. (a) What is the probability that each will obtain a grade of A? (b) If two students were to receive an A, what is the probability that Jim would be among them?
Table 1. Probabilities of Individual Student Exam Grades*
Student Grade
A B C D F
Terry 0.5 0.3 0.1 0.06 0.04
Jim 0.4 0.4 0.1 0.07 0.03
Sam 0.3 0.3 0.3 0.05 0.05
* Assume each examination outcome to be independent.
a) P(each will obtain a grade of A) = P(Terry gets an A) * P(Jim gets an A) * P(Sam gets an A)
= 0.5 * 0.4 * 0.3
= 0.06
b) P(two students were to receive an A) = P(Terry and Jim gets A and Sam doesn't get A) + P(Terry and Sam gets A and Jim doesn't get A) + P(Sam and Jim gets A and Terry doesn't get A)
= 0.5 * 0.4 * (1 - 0.3) + 0.5 * 0.3 * (1 - 0.4) + 0.3 * 0.4 * (1 - 0.5)
= 0.29
P(Jim would be among them and two students were to receive an A) = P(Terry and Jim gets A and Sam doesn't get A) + P(Sam and Jim gets A and Terry doesn't get A)
= 0.5 * 0.4 * (1 - 0.3) + 0.3 * 0.4 * (1 - 0.5)
= 0.2
P(Jim would be among them | two students were to receive an A) = P(Jim would be among them and two students were to receive an A) / P(two students were to receive an A)
= 0.2 / 0.29
= 0.69