MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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A researcher surveyed randomly selected Democrats and Republicans asking them what the number one concern should be for the president of the United States. The results of the survey are shown below. Is there evidence to conclude that there is a difference in what Democrats and Republicans think is the most important?
Frequencies of Concerns for Democrats and Republicans
Economy | Foreign Affairs | Family Values | Environment | Other | |
---|---|---|---|---|---|
Democrats | 95 | 40 | 96 | 72 | 39 |
Republicans | 97 | 71 | 114 | 45 | 39 |
What can be concluded at the αα = 0.05 significance level?
- What is the correct statistical test to use?
- Homogeneity
- Independence
- Paired t-test
- Goodness-of-Fit
- What are the null and alternative hypotheses?
H0:H0:- Political affiliation and number one concern are dependent.
- Political affiliation and number one concern are independent.
- The distribution of concerns for Democrats is the same as it is for Republicans.
- The distribution of concerns for Democrats is not the same as it is for Republicans.
H1:H1:- The distribution of concerns for Democrats is not the same as it is for Republicans.
- Political affiliation and number one concern are independent.
- The distribution of concerns for Democrats is the same as it is for Republicans.
- Political affiliation and number one concern are dependent.
- The test-statistic for this data = (Please show your answer to three decimal places.)
- The p-value for this sample = (Please show your answer to four decimal places.)
- The p-value is Select an answer greater than less than (or equal to) αα
- Based on this, we should
- accept the null
- fail to reject the null
- reject the null
- Thus, the final conclusion is...
- There is insufficient evidence to conclude that political affiliation and number one concern are dependent.
- There is sufficient evidence to conclude that the distribution of concerns for Democrats is not the same as it is for Republicans
- There is sufficient evidence to conclude that the distribution of concerns for Democrats is the same as it is for Republicans.
- There is sufficient evidence to conclude that political affiliation and number one concern are dependent.
- There is insufficient evidence to conclude that the distribution of concerns for Democrats is not the same as it is for Republicans.
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