In: Statistics and Probability
A developer wants to know if the houses in two different neighborhoods were built at roughly the same time. She takes a random sample of six houses from each neighborhood and finds their ages from local records. The accompanying table shows the data for each sample (in years). Assume that the data come from a distribution that is Normally distributed. Complete parts a through c below.
a) Find a 95% confidence interval for the mean difference, μ1−μ2, in ages of houses in the two neighborhoods
b) Is 0 within the confidence interval
c) What does the confidence interval suggest about the null hypothesis that the mean difference is 0?
Neighborhood 1 | Neighborhood 2 |
61 | 47 |
50 | 34 |
47 | 55 |
54 | 37 |
66 | 49 |
46 | 54 |
Solution-
a) 95% C.I.
b) the 0 is included in the interval (-2.55, 18.55)
c) the mean difference is in the confidence interval.
By testing our null hypothesis is true and conclusion is both means neighborhood 1 and neighborhood 2 are same.
That is houses in the different neighborhoods are built at roughly the same time.