Question

In: Statistics and Probability

8. listed below are the numbers of years that archbishops and monarchs in a certain country...

8. listed below are the numbers of years that archbishops and monarchs in a certain country lived after their election or coronation. Treat the values as simple random samples from larger populations. Use a 0.05 significance level to test the claim that the mean longevity for archbishops is less than the mean for monarchs after coronation. Complete parts​ (a) and​ (b) below. All measurements are in years.

Archbishops

18

15

16

15

15

2

14

17

10

15

12

13

15

14

15

13

17

18

10

17

11

0

23

13

Monarchs

18

19

13

13

17

15

20

16

15

14

17

16

a. Use a 0.05 significance​ level, and test the claim that the mean longevity for archbishops is less than the mean for monarchs after coronation.

What are the null and alternative hypotheses? Assume that population 1 consists of the longevity of archbishops and population 2 consists of the longevity of monarchs.

a. H0: µ1≠µ2

H1: µ1>µ2

b. H0: µ1=µ2

H1: µ1≠µ2

c. H0: µ1=µ2

H1: µ1<µ2

d.H0: µ1≤µ2

H1: µ1>µ2

The test statistic is ____

​(Round to two decimal places as​ needed.)

The​ P-value is ____

(Round to three decimal places as​ needed.)

State the conclusion for the test.

A.Fail to reject the null hypothesis. There is sufficient evidence to support the claim that archbishops have lower mean longevity than monarchs.

B.Reject the null hypothesis. There is not sufficient evidence to support the claim that archbishops have lower mean longevity than monarchs.

C.Reject the null hypothesis. There is sufficient evidence to support the claim that archbishops have lower mean longevity than monarchs.

D.Fail to reject the null hypothesis. There is not sufficient evidence to support the claim that archbishops have lower mean longevity than monarchs.

b. Construct a confidence interval suitable for testing the claim that the mean longevity for archbishops is less than the mean for monarchs after coronation.

___<µ1-µ2<____

​(Round to three decimal places as​ needed.)

Does the confidence interval support the conclusion of the​ test?

(No,Yes,) because the confidence interval contains (only negative values., zero, only positive values.)

Solutions

Expert Solution

Archbishops ( X ) Monarchs ( Y )
18 18.7775 18 3.6737
15 1.7777 19 8.5071
16 5.4443 13 9.5067
15 1.7777 13 9.5067
15 1.7777 17 0.8403
2 136.1119 15 1.1735
14 0.1111 20 15.3405
17 11.1109 16 0.0069
10 13.4447 15 1.1735
15 1.7777 14 4.3401
12 2.7779 17 0.8403
13 0.4445 16 0.0069
15 1.7777
14 0.1111
15 1.7777
13 0.4445
17 11.1109
18 18.7775
10 13.4447
17 11.1109
11 7.1113
0 186.7787
23 87.1105
13 0.4445
Total 328 535.3336 193 54.9162

Mean

Standard deviation

Mean

Standard deviation

c. H0: µ1=µ2

H1: µ1<µ2

Test Statistic :-


t = -2.0528   - 2.05


Test Criteria :-
Reject null hypothesis if


DF = 33


Result :- Reject Null Hypothesis


Decision based on P value
P - value = P ( t > 2.0528 ) = 0.024
Reject null hypothesis if P value < level of significance
P - value = 0.024 < 0.05 ,hence we reject null hypothesis
Conclusion :- Reject null hypothesis

C.Reject the null hypothesis. There is sufficient evidence to support the claim that archbishops have lower mean longevity than monarchs.

Confidence interval :-



Lower Limit =
Lower Limit = -4.8117
Upper Limit =
Upper Limit = -0.0215
95% Confidence interval is ( -4.8117 , -0.0215 )


(Yes,) because the confidence interval contains (only negative values.)


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