Creating a multiple regression equation


Assignment:

Question 1. You have been assigned the task of creating a multiple regression equation of at least three variables that explains Microsoft's annual sales.

Consider using a time series of data of at least 10 years. You can search for this data using the Internet.

  • Before running the regression, predict what sign each variable will be and explain why you make that prediction.
  • After running the regression, interpret the regression.
  • Does the regression fit the data well?
  • Does each predictor play a significant role in explaining the significance of the regression?
  • Are some predictors not useful?
  • If so, did you consider removing those and rerunning the regression?
  • Are the predictors related too significantly to one another?

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Business Management: Creating a multiple regression equation
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