In: Statistics and Probability
For each problem, perform the following steps. Assume that all variables are normally or approximately normally distributed.
State the hypothesis and identify the claim.
Find the critical value(s).
Compute the test value.
Make the decision.
Summarize the results.
The heights (in feet) for a random sample of world famous cathedrals are listed below. In addition, the heights for a sample of the tallest buildings in the world are listed. Is there sufficient evidence at α = 0.05 to conclude that there is a difference in the variances in height between the two groups? [4]
Cathedrals |
72 |
114 |
157 |
56 |
83 |
108 |
90 |
151 |
|
Tallest buildings |
452 |
442 |
415 |
391 |
355 |
344 |
310 |
302 |
209 |
The sample size is n = 8 . The provided sample data along with the data required to compute the sample variance are shown in the table below:
X | X2 | |
72 | 5184 | |
114 | 12996 | |
157 | 24649 | |
56 | 3136 | |
83 | 6889 | |
108 | 11664 | |
90 | 8100 | |
151 | 22801 | |
Sum = | 831 | 95419 |
Also, the sample variance
The sample size is n = 9 The provided sample data along with the data required to compute the sample variance are shown in the table below:
X | X2 | |
452 | 204304 | |
442 | 195364 | |
415 | 172225 | |
391 | 152881 | |
355 | 126025 | |
344 | 118336 | |
310 | 96100 | |
302 | 91204 | |
209 | 43681 | |
Sum = | 3220 | 1200120 |
Also, the sample variance
Null hypothesis: Variance are equal
H0:
Alternate hypothesis: Variance are unequal
Ha:
df_1 = n_1- 1 = 8 - 1 = 7
df_2 = n_2 - 1 = 9 - 1 = 8
F_critical_L = 0.204
F_critical_U = 4.529
Reject null hypothesis , if F < F_L and F > F_U
Since, F > F_L critical Null hypothesis is not rejected.
hence, 2 variances are equal