use R to perform regression analysis. use the below Employee turnover dataset (Excel) Participants Job Satisfaction Work-Life
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use R to perform regression analysis. use the below Employee turnover dataset (Excel)
Participants | Job Satisfaction | Work-Life Balance | Career Management | Employee turnover |
D6526 | 3.00 | 3.00 | 2.00 | 3.00 |
D6528 | 3.00 | 2.00 | 2.00 | 4.00 |
D6325 | 3.00 | 4.00 | 2.00 | 3.00 |
D5256 | 4.00 | 2.50 | 4.00 | 3.00 |
D5897 | 4.00 | 4.00 | 2.00 | 4.00 |
D7859 | 3.50 | 4.00 | 5.00 | 3.00 |
D6115 | 1.50 | 3.50 | 1.00 | 2.00 |
D7425 | 3.50 | 2.00 | 4.00 | 4.00 |
D5522 | 3.00 | 2.00 | 4.00 | 4.00 |
D7777 | 3.00 | 3.00 | 3.00 | 2.00 |
D6487 | 2.50 | 2.00 | 3.00 | 2.00 |
D5145 | 3.00 | 3.00 | 3.00 | 4.00 |
D7955 | 3.50 | 4.00 | 4.00 | 2.00 |
D8452 | 3.00 | 3.50 | 4.00 | 4.00 |
D8422 | 2.00 | 4.00 | 2.00 | 4.00 |
D7112 | 1.50 | 3.00 | 2.00 | 4.00 |
D6666 | 3.00 | 2.00 | 2.00 | 3.00 |
D5802 | 3.50 | 2.00 | 4.00 | 3.00 |
D7410 | 3.00 | 4.00 | 2.00 | 3.00 |
D8223 | 2.00 | 3.00 | 5.00 | 2.00 |
D7020 | 4.00 | 3.00 | 1.00 | 2.00 |
D7039 | 2.50 | 3.00 | 2.00 | 2.00 |
D8912 | 2.00 | 2.00 | 5.00 | 2.00 |
D6099 | 2.00 | 3.50 | 4.00 | 2.00 |
D5380 | 3.50 | 2.50 | 4.00 | 3.00 |
D8050 | 2.00 | 2.00 | 1.00 | 4.00 |
D7621 | 1.50 | 4.00 | 5.00 | 4.00 |
D5000 | 2.00 | 3.00 | 1.00 | 4.00 |
D8000 | 2.00 | 2.50 | 1.00 | 2.00 |
D8010 | 3.00 | 2.00 | 1.00 | 2.00 |
D8012 | 2.00 | 4.00 | 2.00 | 4.00 |
D8015 | 1.50 | 3.00 | 1.00 | 2.00 |
D8018 | 2.00 | 2.50 | 3.00 | 3.00 |
D7625 | 3.00 | 4.00 | 2.00 | 2.00 |
D7627 | 3.50 | 3.00 | 2.00 | 4.00 |
D7629 | 2.00 | 2.00 | 4.00 | 4.00 |
D6222 | 3.00 | 3.00 | 4.00 | 4.00 |
D6224 | 2.50 | 4.00 | 2.00 | 4.00 |
D6226 | 4.00 | 2.00 | 2.00 | 4.00 |
D6228 | 4.50 | 1.50 | 2.00 | 2.00 |
Question
A. By looking at the variables in Employee turnover Excel file, propose one multivariant hypothesis and one simple and single hypothesis. Your hypotheses must reflect the influence of independent variable(s) on a dependent variable. In each hypothesis:
- Indicate independent variable(s).
- Indicate the dependent variable.
Discuss why you think this hypothesis is valid.
B. Conduct significance tests in R for both hypotheses at a confidence level of 90%.
Related Book For
Business Statistics For Contemporary Decision Making
ISBN: 978-1118749647
8th edition
Authors: Black Ken
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