In: Statistics and Probability
At this college, 28% are students of color, 6% of students are veterans, and 1.32% are both veterans and students of color.
(a) If a randomly selected student is a student of color, what is the probability that the student is a veteran?
(b) Is the event of being a student of color independent of the event of being a veteran? Explain your answer by using probability concepts.
28% are students of color
P[ students of color ] = 28% = 0.28
6% of students are veterans
P[ students are veterans ] = 6% = 0.06
1.32% are both veterans and students of color
P[ both veterans and students of color ] = 1.32% = 0.0132
(a) If a randomly selected student is a student of color, what is the probability that the student is a veteran?
P[ student is a veteran | student of color ] = P[ both veterans and students of color ] / P[ students of color ]
P[ student is a veteran | student of color ] = 0.0132 / 0.28
P[ student is a veteran | student of color ] = 0.047
(b) Is the event of being a student of color independent of the event of being a veteran? Explain your answer by using probability concepts.
If the two events are independent then
P[ student is a veteran | student of color ] = P[ students are veterans ] should hold
but here
P[ student is a veteran | student of color ] P[ students are veterans ]
Hence, the events are dependent