In: Statistics and Probability
Stacy randomly survey 20 people and asked them how many people
live in their home
Let x=the number of people in each household
Let n=the number of people surveyed
response of the 20 people surveyed:
6 |
4 | 4 | 3 | 2 | 2 | 3 | 6 | 4 | 4 |
3 | 3 | 3 | 4 | 3 | 2 | 3 | 2 | 3 | 3 |
1.Obtain a 95% confidence interval for the mean number of people
per household
2.Using a=.05,
a)If your point estimate, μ>2.8, test to see if there is enough
significant evidence to support the claim that the average number
people per household is greater than 2.8.
b.If your point estimate, μ<2.8, test to see if there is enough
significant evidence to support the claim that the average number
people per household in is less than 2.8.
Values ( X ) | ||
6 | 7.0225 | |
4 | 0.4225 | |
4 | 0.4225 | |
3 | 0.1225 | |
2 | 1.8225 | |
2 | 1.8225 | |
3 | 0.1225 | |
6 | 7.0225 | |
4 | 0.4225 | |
4 | 0.4225 | |
3 | 0.1225 | |
3 | 0.1225 | |
3 | 0.1 | |
4 | 0.4225 | |
3 | 0.1225 | |
2 | 1.8225 | |
3 | 0.1225 | |
2 | 1.8225 | |
3 | 0.1225 | |
3 | 0.1225 | |
Total | 67 | 24.55 |
Mean
Standard deviation
Part a)
Confidence Interval
Lower Limit =
Lower Limit = 2.818
Upper Limit =
Upper Limit = 3.882
95% Confidence interval is ( 2.818 , 3.882 )
Part 2)
To Test :-
H0 :- μ <= 2.8
H1 :- μ>2.8
Test Statistic :-
t = 2.1639
Test Criteria :-
Reject null hypothesis if
Result :- Reject null hypothesis
Decision based on P value
P - value = P ( t > 2.1639 ) = 0.0217
Reject null hypothesis if P value <
level of significance
P - value = 0.0217 < 0.05 ,hence we reject null hypothesis
Conclusion :- Reject null hypothesis
Part b)
To Test :-
H0 :- μ >= 2.8
H1 :- μ < 2.8
Test Statistic :-
t = 2.1639
Test Criteria :-
Reject null hypothesis if
Result :- Fail to reject null hypothesis
Decision based on P value
P - value = P ( t > 2.1639 ) = 0.9783
Reject null hypothesis if P value <
level of significance
P - value = 0.9783 > 0.05 ,hence we fail to reject null
hypothesis
Conclusion :- Fail to reject null hypothesis