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multiple regression analysis

multiple regression analysis

  1. For the attached data, find the multiple linear regression formula using X1 as the dependent variable and X2-X7 as the independent variables.
  2. Using whatever means necessary find the model of best fit and justify your choices.
  3. Determine what variables are significant at a sig. level of 10%.  
  4. State what independent variable if any should be tested for interaction.
  5. Choose any two observed variables and calculate their residuals.
  6. What are the 4 assumptions about the error terms, (residuals) that need to be in order to perform multiple linear regression.

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