1)Â Â Background: Data on infantmortality mortality (measured as deaths per 1,000 under 1 year old)was collected by the United Nations Educational, Scientific, andCultural Organization (UNESCO) for the 1990 Demographic Year Bookand is provided below. Perform an analysis of variance procedure todetermine whether or not the differences in the mortality rates ofinfants in African, Asian and Middle Eastern countries isstatistically significant.
Directions: Perform an analysis of variance(ANOVA) to determine if the differences in the infant mortalityrates in African, Asian and Middle Eastern countries isstatistically significant.
- Click on the Data button below to display the data. Copy thedata into a statistical software package and click the Data buttona second time to hide it.
Data
Africa | Asia | MiddleEast |
---|
75 | 181.6 | 13 |
138 | 118 | 110.1 |
69 | 132 | 68 |
74 | 34 | 10.7 |
48.4 | 5.1 | 42 |
138 | 90 | 11.6 |
103 | 76 | 46 |
142 | 23 | 39 |
90 | 26 | 70 |
74 | 72 | 71 |
83 | 129 | 28 |
129 | 105.7 | |
82 | 49 | |
141 | 11.5 | |
136 | 19.4 | |
105 | 27 | |
155 | 64 | |
131 | | |
71 | | |
109 | | |
118 | | |
53 | | |
103 | | |
107 | | |
84 | | |
82 | | |
66 | | |
- Choose the correct null and alternative hypotheses.
- H0: μ1=μ2=μ3H0: μ1=μ2=μ3
Ha: μ1,μ2,μ3Ha: μ1,μ2,μ3 are not all equal. - Ha: μ1,μ2,μ3Ha: μ1,μ2,μ3 are not all equal.
H0: μ1=μ2=μ3H0: μ1=μ2=μ3 - H0: μ1≠μ2≠μ3H0: μ1≠μ2≠μ3
Ha: μ1=μ2=μ3Ha: μ1=μ2=μ3 - H0: μ1=μ2=μ3H0: μ1=μ2=μ3
Ha: μ1≠μ2≠μ3Ha: μ1≠μ2≠μ3
- Compute the test statistic.
Compute the treatment sum of squares (SSTr) and the error sum ofsquares (SSE) and use them to complete the following ANOVA table.(Round your answers to 2 decimal places).
Source | S.S. | df | M.S. | F |
Treatment | | | | |
Error | | | | |
Total | | | | |
- Compute the p-value. (Round your answer to 4 decimalplaces.)
pp-value =
- Interpret the results of the significance test.
- The p-value provides little evidence against the nullhypothesis. The differences in infant mortality rates of African,Asian and Middle Eastern countries is not statisticallysignificant. From a practical perspective, the infant mortalityrate in Africa is approximately 2.2 times the infant mortality ratein the Middle East.
- The p-value provides strong evidence against the nullhypothesis. The differences in the infant mortality rates ofAfrican, Asian and Middle Eastern countries is statisticallysignificant. From a practical perspective, the infant mortalityrate in Africa is approximately 2.2 times the infant mortality ratein the Middle East.
2)Â Â
For which of the following would it be most appropriate to usean ANOVA to analyze the data?
- A researcher is interested in determining the most effectiveformat for advertising. He randomly assigns 60 people to one ofthree groups: (1) television commercial, (2) radio commercial, or(3) magazine advertisement. Group members review the commercial andthen report whether or not they would buy the product.
- In order to determine the effectiveness of different dietplans, 90 people are randomly assigned to one of three groups: (1)low calorie diet, (2) low-fat diet, or (3) low-carb diet. At theend of 60 days, the number of pounds lost was recorded for each ofthe participants.
- Both A and B.
- Neither A nor B.