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MULTIPLE LINEAR REGRESSION In order to conduct a multiple linear regression in SPSS, follow the instructions provided for the linear regression analysis on assignment 11.

MULTIPLE LINEAR REGRESSION

In order to conduct a multiple linear regression in SPSS, follow the instructions provided for the linear regression analysis on assignment 11. For the multiple linear regression analysis you must include all the independent variables in the "independent(s)" box.

  1. A researcher wants to predict blood pressure using age and weight. Using the dataset called Blood pressure.sav conduct a multiple linear regression analysis and answer the following questions: (3 points)

  1. Write the hypotheses

  1. Conduct univariate associations between the IVs and the DV. For each of the univariate analysis write the results in APA style (include the SPSS outputs)
  2. Carry on a multiple linear regression including all the variables in the model (include the SPSS output).
  3. Answer the following questions:
  4. What is the regression equation for this model?
  5. What is the coefficient of determination? What does this value tell you about how well the model fits the data?
  6. Which independent variables are linearly related to DV winning percentage? (test using alpha = .05). Show the p values.
  7. Interpret the coefficients
  8. Write the results in APA style .

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