turnover. The dataset we will use (see the Excel file named Regression Project?) contains a wide variety of workforce data
turnover. The dataset we will use (see the Excel file named “Regression Project”) contains a wide variety of workforce data (employee demographics, and attitudes) on approximately 1000 employees. The primary dependent variables are "Attrition" and “Probability of Turnover.”
Your CEO wants to better understand the factors driving employee turnover, and she has asked you to take the lead in conducting the analyses.
You should begin with data cleaning and range checks. Expect that there are problems here, as with most any large dataset! Please address any problems that you find and document any changes that you have made in your memo to me.
Then, move on to the basics (e.g., are departing employees older, younger, have higher education levels, lower job satisfaction, etc.)? You should also seek to determine whether or not there are any differences in attrition across departments and if so, why.
Once you have outlined the basics, develop a multivariate regression model to determine which factors appear to be the most important predictors of Probability of Turnover and/or Turnover (be sure to use a logistic regression model if you focus on the latter). Note that you have a lot of discretion in how you approach this problem, so I am intentionally not providing step-by-step details on what you should do with these projects. I want you to show me how you would approach the problem.
Please summarize your findings in a (maximum) five-page, double spaced memo to the CEO. Any tables, figures, etc., can be placed in an Appendix to your memo.
Requirements: 5 pages double space
Are you looking for custom essay writing service or even dissertation writing services? Just request for our write my paper service, and we\'ll match you with the best essay writer in your subject! With an exceptional team of professional academic experts in a wide range of subjects, we can guarantee you an unrivaled quality of custom-written papers.
Why Hire Collepals.com writers to do your paper?
Quality- We are experienced and have access to ample research materials.
We write plagiarism Free Content
Confidential- We never share or sell your personal information to third parties.
Support-Chat with us today! We are always waiting to answer all your questions.