This is a group project with 3 or 4 members in each

This is a group project with 3 or 4 members in each group. The project can be focused on either a specific organization or some general research questions. Please prepare the report with the structure below:

Part 0 Project Title, Group Members, Contributions of Each Member

Part I Introduction (10/100)

background of the business/research problems

the research/business questions (at least one regression related question and one classification related question; make sure the questions make sense)

an argument stating the importance of the question

your hypotheses with rationale

Part II Data Preparation and EDA (20/100)

data source (where the data is from) and summary of the data set (#s of obs., variable list with description of the variable & variable type for each variable)

EDA (univariate, bivariate, numerical and graphical, with outputs and comments on the outputs)

Part III Analysis and Findings (50/100) – choose the proper techniques for each business question; variable selection & model building with the findings from Part II taken into consideration, compare and contrast the results using the evaluation and validation techniques covered in the course, the findings

Regression problem: Linear Regression, Generalized Regression

Classification problem: Logistic Regression, Linear Discriminant Analysis, KNN

Part IV Conclusions and Recommendations (15/100)

Conclusion

Recommendations for business/research decisions based on the analysis results

Part V Reference (5/100)

This project will be held to the standards of publishable research, so proper citation and formatting are required.

Please make sure to submit the following files:

the final report

the script file (must be able to reproduce all the analysis outputs/results)

the link of a Zoom cloud-recorded video presentation (15-25 minutes; all group members are required to present; need to show the presenter’s face)

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