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Refer to "Instructions" and "Instructions pt 2" images for instructions

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Refer to "Instructions" and "Instructions pt 2" images for instructions. I've attached the data set and below is what to follow. 4-5 pages long documents (12 points font, and 1.5 line spacing). Address the following points: 1) Introduction (20 points) - Describe the problem/question - Discuss the data set; response variable of interest and predictors, or any points you would like to mention - Mention the statistical methods you will employ 2) Analysis and Model Comparison (40 points) - Briefly discuss features (advantages/disadvantages, other specifications) of the methods you will employ - Describe the cross-validation procedure that you employ - Briefly outline the analysis you conducted - Report the Model Comparison results and the method you choose 3) Interpretation (40 points) - If a linear model is chosen, report parameter estimates and discuss their implications - Conduct variable importance analysis for your chosen model - Investigate your model’s profilers and interpret them - If the assignment includes a part to make a specific forecast, report your model’s prediction.