Question: Dataset 5400 Project.xlsx Using this dataset provided, develop a powerpoint presentation on a comprehensive statistical application to meet the objectives below: Objectives To identify key
Dataset 5400 Project.xlsx Using this dataset provided, develop a powerpoint presentation on a comprehensive statistical application to meet the objectives below:
Objectives
- To identify key predictors of employee retention at Preform Construction.
- To develop a predictive model that can forecast employee tenure based on academic and demographic variables.
- To provide actionable recommendations for improving employee retention strategies.
Using Descriptive statistics to summarize the central tendency, dispersion, and shape of the dataset's distribution.
- Hypothesis testing to evaluate the significance of the relationship between education/performance factors and employee tenure.
- Regression analysis to quantify the impact of predictor variables on the length of employee tenure.
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