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Tasks: Use the concepts of population and sample to describe how a statistician would approach the issues related to Job Satisfaction in the company (5
Tasks:
- Use the concepts of population and sample to describe how a statistician would approach the issues related to Job Satisfaction in the company (5 Marks)
- Describe how a simple random sample can be created. (5 Marks)
- Describe how sample information can be used to address the issues in the population. (5 Marks)
- Evaluate the advantage and disadvantage of statistical ways in assessing business issues (5 Marks)
- Test of the hypothesis of unequal pay? (15 Marks)
- Formulate the statistical hypotheses to test whether pay is gender biased. (5 Marks)
- Run a statistical test of the hypotheses (5 Marks)
- Conclude your test result (5 Marks)
- Test whether Life Work Balance is more important for female employees (20 Marks)
- Formulate a null hypothesis and an alternative hypothesis for the test. (5 Marks)
- Run the test in Excel. (4 Marks)
- Choose your significance level (1 Mark)
- Show your test output and conclude your test. (4 Marks)
- Show an alternative statistical test which can also be used to test whether Life Work Balance in more important for female employees. (6 Marks)
- Test whether Job passion and self-evaluation is department dependent. (15 Marks)
- Formulate an appropriate statistical test with a null hypothesis and an alternative hypothesis (5 Marks)
- Run the test in Excel (5 Marks)
- Show the output of your test and conclude your test results (5 Marks)
- Run a regression of Life happiness score on Salary and Job Satisfaction? (20 Marks)
- Create a scatter plot between Life happiness score and Salary, interpret the graphs (5 Marks)
- Create a scatter plot between Life happiness score and Job satisfaction score after training, interpret the graph (5 Marks)
- Run a multiple regression of Life happiness score on Salary and Job satisfaction score after training (5 Marks)
- Interpret the regression output (5 Marks)
6. Summary of your analysis with respect to the employee job satisfaction issues (10 Marks
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