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Use the below Employee turnover dataset Excel file to use R analysis Participants Job Satisfaction Work-Life Balance Career Management Employee turnover D6526 3.00 3.00 2.00
Use the below Employee turnover dataset Excel file to use R analysis
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:
- .Build a linear model of regression that demonstrates if Job Satisfaction influences Employee turnover. Report the regression coefficient and intercept. Tip: (The function used for building linear models islm(). Thelm()function takes in two main arguments: Formula and Data. The data is typically a data.frame, and the formula is an object of class formula.)
- Does Job Satisfaction influence Employee turnover? Explain the whole process leading to this answer. Report t-value and p-value, too. Tip:
Tip: Perform an F test. The main functions to interact with the F-distribution aredf(), pf(), qf(),andrf(). | |
Tip: Perform a t-test for both independent variables. |
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