Question

In: Statistics and Probability

Stacy randomly survey 20 people and asked them how many people live in their home Let...

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.

Solutions

Expert Solution

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



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