BSB123 Research Report On Data Analysis

Question:

10. Conduct a regression analysis to determine which factors affect a students chance of admission. In undertaking the analysis do this in three steps:

1. Regress all variables and conduct all tests necessary to determine which variables should be included in an optimal model.
2. Re-estimate your chosen model from a. Interpret all necessary statistics and conduct all necessary tests. 
3. State your estimated equation and interpret the coefficent of the first and last variable you have included. Use the estimated equation to predict the chance of admission for a Male student from Brazil with a CGPA of 8.5, a TOEFL of 110, a GRE of 320, no letter of recommendation, an interview score of 15 and who came from a mid rated (level 3) university which did not require a research project.