Simple Regression

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Part I: Conduct a Simple Regression

Use the attached data set. Complete the following tasks:

  • Conduct a simple linear regression based on the following research question: Does a person’s job satisfaction predict their organizational commitment?
  • Report and evaluate the regression diagnostics.

Your part I submission should be completed in APA style in report format. It must be a minimum of four pages not including the title page or reference page. Grammar, spelling, tables, and figures must be formatted in APA style. Results to be included are:

  • a simple linear regression based on the research question,
  • a report and evaluation of the regression diagnostics,
  • assumptions relating to the test, and
  • a brief narrative explaining results.

Part II: Conduct a Multiple Regression

Your instructor will provide you with a data set. Complete the following tasks:

  • Conduct a multiple linear regression based on the following research question: Does a person’s job satisfaction and leadership preference predict their organizational commitment?
  • Report and evaluate the regression diagnostics.

Your part II submission should be completed in APA style in report format. It must be a minimum of four pages not including the title page or reference page. Grammar, spelling, tables, and figures must be formatted in APA style. Results to be included are:

  • a multiple linear regression based on the research question,
  • a report and evaluation of the regression diagnostics,
  • assumptions relating to the test, and
  • a brief narrative explaining results.