In: Statistics and Probability
Older people often have a hard time finding work. AARP reported
on the number of weeks it takes a worker aged 55 plus to find a
job. The data on number of weeks spent searching for a job
contained in the table below. 17 0 0 28 18 37 7 13 33 0 24 50 4 48
5 19 3 25 2 29 4 8 8 32 1 27 7 47 6 0
a. Provide a point estimate of the population mean number of weeks
it takes a worker aged 55 plus to find a job. Round the answer to
two decimal places.
( ) weeks
b. At 95% confidence, what is the margin of error? Round the answer
to four decimal places. ( )
c. What is the 95% confidence interval estimate of the mean? Round
the answers to two decimal places. ( , )
d. Find the skewness. Round the answer to four decimal places. (
)
a) We know that ,
point estimate of population mean is sample mean =
Where,
n = total number of observations in the data set = 30
x | (x-mean)^2 | |
17 | 0.071111 | |
0 | 280.0044 | |
0 | 280.0044 | |
28 | 126.9378 | |
18 | 1.604444 | |
37 | 410.7378 | |
7 | 94.73778 | |
13 | 13.93778 | |
33 | 264.6044 | |
0 | 280.0044 | |
24 | 52.80444 | |
50 | 1106.671 | |
4 | 162.1378 | |
48 | 977.6044 | |
5 | 137.6711 | |
19 | 5.137778 | |
3 | 188.6044 | |
25 | 68.33778 | |
2 | 217.0711 | |
29 | 150.4711 | |
4 | 162.1378 | |
8 | 76.27111 | |
8 | 76.27111 | |
32 | 233.0711 | |
1 | 247.5378 | |
27 | 105.4044 | |
7 | 94.73778 | |
47 | 916.0711 | |
6 | 115.2044 | |
0 | 280.0044 | |
Total | 502 | 7125.867 |
mean | 16.73333 | |
sd | 15.67544 |
point estimate of the population mean number of weeks it
takes a worker aged 55 plus to find a job is
16.73 weeks
b)At 95% confidence, what is the margin of error is,
MOE = 5.8526
c) 95% confidence interval estimate of the mean,
We 95% confidant that the true population mean lies in interval ,
d) The skewness
x | (x-mean)^3 | |
17 | 0.018963 | |
0 | -4685.41 | |
0 | -4685.41 | |
28 | 1430.166 | |
18 | 2.032296 | |
37 | 8324.286 | |
7 | -922.114 | |
13 | -52.0344 | |
33 | 4304.232 | |
0 | -4685.41 | |
24 | 383.7123 | |
50 | 36815.26 | |
4 | -2064.55 | |
48 | 30566.43 | |
5 | -1615.34 | |
19 | 11.64563 | |
3 | -2590.17 | |
25 | 564.9256 | |
2 | -3198.18 | |
29 | 1845.779 | |
4 | -2064.55 | |
8 | -666.101 | |
8 | -666.101 | |
32 | 3558.219 | |
1 | -3894.59 | |
27 | 1082.152 | |
7 | -922.114 | |
47 | 27726.42 | |
6 | -1236.53 | |
0 | -4685.41 | |
Total | 502 | 77981.26 |
Skewness is 0.6981