In: Statistics and Probability
The owner of a health club franchise believes that the average age of the club's members is under
40
years. To test this, a random sample of
30
members was selected. The accompanying sample data are the ages of the sampled individuals.
24 45 65 21 40 19 34 57 40 50 21 20 46 47 36 26 63 67 18 21 60 28 36 45 23 52 61 21 35 36
Click the icon to view the data table.
a. State the appropriate null and alternative hypotheses.
b. Use the test statistic approach to test the null hypothesis with
alphaαequals=0.05
Values ( X ) | ||
24 | 212.1887 | |
45 | 41.3873 | |
65 | 698.7193 | |
21 | 308.5889 | |
40 | 2.0543 | |
19 | 382.8557 | |
34 | 20.8547 | |
57 | 339.7865 | |
40 | 2.0543 | |
50 | 130.7203 | |
21 | 308.5889 | |
20 | 344.7223 | |
46 | 55.2539 | |
47 | 71.1205 | |
36 | 6.5879 | |
26 | 157.9219 | |
63 | 596.9861 | |
67 | 808.4525 | |
18 | 422.9891 | |
21 | 308.5889 | |
60 | 459.3863 | |
28 | 111.6551 | |
36 | 6.5879 | |
45 | 41.3873 | |
23 | 242.3221 | |
52 | 180.4535 | |
61 | 503.2529 | |
21 | 308.5889 | |
35 | 12.7213 | |
36 | 6.5879 | |
Total | 1157 | 7093.3652 |
Mean
Standard deviation
To Test :-
H0 :-
H1 :-
Test Statistic :-
t = -0.502
Test Criteria :-
Reject null hypothesis if
Result :- Fail to reject null hypothesis
Decision based on P value
P - value = P ( t > 0.502 ) = 0.3097
Reject null hypothesis if P value <
level of significance
P - value = 0.3097 > 0.05 ,hence we fail to reject null
hypothesis
Conclusion :- Fail to reject null hypothesis
There is insufficient evidence to support the claim that the average age of the club's members is under 40 years.