Statistics and Data Analysis Research
As you work through this SPSS exercise, consider the application of the one-way ANOVA test to your research topic. Is it an appropriate test for your research?
Access the gss04student_corrected dataset in the Course Information area of the classroom to use for this Application
Craft up to a one page double-spaced write up of the statistical results (include any additional pages needed for any APA tables or graphs and the SPSS syntax and output) in which you do the following:
State the statistical assumptions of this test.
Select an independent variable with three or more levels and a dependent variable.
Develop the null hypothesis and the alternative hypothesis for main effects.
Research Question: Is there a difference in marital status among groups based on race?
Null Hypothesis: There is no difference in marital status based on the race of the respondent.
Alternative Hypothesis: There is no difference in marital status based on the race of the respondent.
Using SPSS, calculate an ANOVA. Include a post hoc test.
Report on the p value and the confidence interval.
Interpret the confidence interval.
Decide whether to reject or retain the null hypothesis based on main effects and/or post-hoc statistical tests.
Generate syntax and output files in SPSS. You will need to copy and paste these into your Application document.
Based on your SPSS analysis, report the results using correct APA format. Include results for post hoc tests where appropriate. Your report should include the following:
SPSS syntax and output files
Is there difference in family income due to race
Null Hypothesis: There is no difference in family
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