Posted: October 18th, 2022

Week 3 Report

Instructions

Download Admissions.xlsx data set here . It shows graduate program admission decisions (Yes: 1 and No: 2), GRE score and undergraduate GPA (1: ≥ 3.5 and 2: < 3.5) for fifty students.

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Tasks:

Fit a binary logistic regression model with admission decision as the dependent variable, GRE and GPA as the independent variables.

  • Evaluate the goodness of fit of the model.
  • Determine the significance of independent variables.
  • Interpret odds ratios for independent variables.
  • State the binary logistic regression equation.
  • Evaluate the classification accuracy of the model.
  • Check if the residuals are independent.

Submission Details:

  • Submit a 3–4 page Microsoft Word document, using APA style.
  • The relevant Minitab output should be copied to this document.
  • Name your document BUS7205_W3_Project_LastName_FirstInitial.doc.

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