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Please use the ANOVA test for the following problems to compare multiple means. You can use Excel if needed. Q. Are anticipated starting salaries different

Please use the ANOVA test for the following problems to compare multiple means. You can use Excel if needed.

Q. Are anticipated starting salaries different among different engineering majors? Here are the ANOVA datasets for different major salaries.

Chemical Engineering Biological Engineering Civil Engineering Electrical Engineering
70000 65000 73000 78000
65000 55000 74000 56000
60000 61000 60000 63000
80000 59000 59000 54000
75000 62000 63000 59000
61000 71000 80000 120000
50000 80000 76000 45000
62000 57000 62000 57000
76000 60000 56000 49000
58000 61000 64000
60000 71000 55000
54000

  1. Give context to the analysis by stating the question of interest.

2. Present mean values, standard deviations, and sample sizes in a table.

3. Provide a side-by-side boxplot, add a title, and label the axes.

4. Give a summary of the plot. Do the means appear to be different based on the visual evidence?

5. State the null and alternative hypotheses. Check that the conditions of each analysis are met.

6. Give the ANOVA table.

7. Provide a summary of the results using alpha = 0.05.

  • In terms of the alternative hypothesis, give a statement.
  • Indicate whether (or not) null should be rejected.
  • Give the test statistic, degrees of freedom, and p-value.
  • Be sure to give context.

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