In: Statistics and Probability
D8: The following table of data represents the scores received on the 2015 SAT Mathematics Test, by gender. For each of the circumstances below, explain (don't just compute) how you would find these probabilities and what rule you applied to calculate them.
A)If a test taker is randomly selected, what is the probability that the test taker is male?
B)If a test taker is randomly selected, what is the probability that the test taker scored between 400 and 690?
C)If a test taker is randomly selected, what is the probability that the test taker is female or scored 700-800?
Score Range | Male | Female |
200-290 | 33,987 | 31,462 |
300-390 | 121,664 | 142,491 |
400-490 | 242,281 | 297,876 |
500-590 | 230,577 | 265,340 |
600-690 | 127,109 | 130,075 |
700-800 | 39,184 | 36,475 |
Please provide detail how each answer is found.
We first obtain the sum of rows and columns here as:
Score Range | Male | Female | Total |
200-290 | 33,987 | 31,462 | 65,449 |
300-390 | 1,21,664 | 1,42,491 | 2,64,155 |
400-490 | 2,42,281 | 2,97,876 | 5,40,157 |
500-590 | 2,30,577 | 2,65,340 | 4,95,917 |
600-690 | 1,27,109 | 1,30,075 | 2,57,184 |
700-800 | 39,184 | 36,475 | 75,659 |
Total | 7,94,802 | 9,03,719 | 16,98,521 |
a) If a test taker is randomly selected, the probability that the test taker is male is computed here as:
= n(Total Males) / n(Grand Total)
= 7,94,802 / 16,98,521
= 0.4679
Therefore 0.4679 is the required probability here.
b) If a test taker is randomly selected, the probability that the test taker scored between 400 and 690 is computed here as:
= n(test taker scored between 400 and 690) / n(Grand Total)
= (540157 + 495917 + 257184) / 16,98,521
= 0.7614
Therefore 0.7614 is the required probability here.
c) If a test taker is randomly selected, the probability that the test taker is female or scored 700-800 is computed here as:
= n(female or scored 700-800) / n(Grand Total)
= n(Female) + n(Scored 700-800 and Male) / n(Grand Total)
= (903719 + 39184) / 16,98,521
= 0.5551
Therefore 0.5551 is the required probability here.