Predictive Analytics
Course Project
Instructions:
In this project, you will work through a predictive analysis for a decision of your choosing. Ideally, your focus will be in an area of your expertise, and you will have access to data on which to base your analysis.
You will make two submissions in the course of completing this project. After completing part one of the project, you will submit a partially completed version of this project document for instructor review. A submit button can be found on the Part One assignment page.
Once you have completed parts two through four of the project, resubmit this project document and any supporting documents to your instructor for grading. A submit button can be found on the Part Four assignment page. Information about the grading rubric is available on any of the course project assignment pages online. Do not hesitate to contact your instructor if you have any questions about the project.
Part One—Identify a Focal Point and a Dependent Variable
In this part of the course project, you will identify a variable of interest that is critical to a past or pending decision. You will list and describe independent variables that are likely to be associated with the dependent variable. For each independent variable, you will assert its expected impact on the dependent variable based on your familiarity with the context.
In order to satisfy this part of the project, you will identify a target of analysis and a dependent variable, and you will complete the independent variables table.
1. Briefly summarize the decision or prediction that you wish to target using predictive analysis. (50 words or fewer)
Optional: If you feel additional description is necessary to capturing the situation, provide a summary of relevant circumstances around the prediction or decision. This could include timeline, stakeholders, related outcomes, etc. (300 words or fewer)
target of analysis:
Description of the context:
2. Identify the dependent variable that will guide your prediction or decision.
Dependent variable:
3. Identify at least three independent variables that you believe have association with the dependent variable. For each independent variable, identify it as quantitative or categorical and discuss its expected impact on the dependent variable.
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