In: Statistics and Probability
A random sample of 40 adults with no children under the age of
18 years results in a mean daily leisure time of 5.64 hours, with
a standard deviation of 2.41 hours. A random sample of 40 adults
with children under the age of 18 results in a mean daily leisure
time of 4.24 hours, with a standard deviation of 1.52 hours.
Construct and interpret a 95% confidence interval for the mean
difference in leisure time between adults with no children and
adults with children (u1-u2).
The 95% confidence interval for (u1-u2) is the range from _ hours
to _ hours. (Round to two decimal places as needed.)
x1 = | 5.64 | x2 = | 4.24 |
n1 = | 40 | n2 = | 40 |
σ1 = | 2.41 | σ2 = | 1.52 |
std error σ1-2=√(σ21/n1+σ22/n2) = | 0.451 |
Point estimate of differnce '=x1-x2 = | 1.400 | ||
for 95 % CI value of z= | 1.960 | ||
margin of error E=z*std error = | 0.883 | ||
lower bound=(x1-x2)-E = | 0.52 | ||
Upper bound=(x1-x2)+E = | 2.28 | ||
from above 95% confidence interval for population mean =(0.52 , 2.28) |
(since interval is above 0, there appear to be significant difference between population mean at 5% level)