In: Statistics and Probability
The following table shows the approximate numbers of school goers in the United States (residents who attended some educational institution) in 1998, broken down by age group. Age 3−6.9 7−12.9 13−16.9 17−22.9 23−26.9 27−42.9 Population (millions) 8 22 15 13 3 5 Use the rounded midpoints of the given measurement classes to compute the probability P distribution of the age X of a school goer. (Round probabilities to four decimal places.)
Age 5 10 15 20 25 35 P(X = x) Compute the expected value of X, E(X). (Round your answer to one decimal place.)
E(X) = What information does the expected value give about residents enrolled in schools? (Round your answer to one decimal place.) In 1998, was years old.
(a) From the given data, the probability P distribution of the age X of a school goes is calculated as follows:
Class Interval | Mid Point (x) | Probability (p) |
3 - 6.9 | 5 | 8/66 = 0.1212 |
7 - 12.9 | 10 | 22/66 =0.3333 |
13- 16.9 | 15 | 15/66 = 0.2273 |
17 - 22.9 | 20 | 13/66 = 0.1970 |
23 - 26.9 | 25 | 3/66 = 0.0455 |
27 - 42.9 | 35 | 5/66= 0.0758 |
So,
the probability P distribution of the age X of a school goes is given by:
(a) From the given data, the probability P distribution of the age X of a school goes is calculated as follows:
Age (x) | Probability (p) |
5 | 0.1212 |
10 | 0.3333 |
15 | 0.2273 |
20 | 0.1970 |
25 | 0.0455 |
35 | 0.0758 |
(b)
The Expected Value of X, E(X) is calculated as follows:
Age (x) | Probability (p) | xp |
5 | 0.1212 | 0.6060 |
10 | 0.3333 | 3.3330 |
15 | 0.2273 | 3.4095 |
20 | 0.1970 | 3.9400 |
25 | 0.0455 | 1.1375 |
35 | 0.0758 | 2.6530 |
E(X) = | 15.0790 |
So
The Expected Value of X, E(X) = 15.1
In 1998, the average number of school goes in the United Stales was 15.1 millions