Question: Code the following variables into SPSS. The first variable is the individual's sex [M = Male F = Female (Female is the reference category)] and
Code the following variables into SPSS. The first variable is the individual's sex [M = Male F = Female (Female is the reference category)] and the second variable is the individual's religion [C = Catholic, P = Protestant, J = Jewish, and M = Muslim (Muslim is the reference category)].
1. M, C 2. M, P 3. M, J 4. M, M 5. M, C 6. F, P 7. F, J 8. F, M 9. F, C 10. F, P 11. M, J 12. M, M 13. M, C 14. M, P 15. M, J 16. F, M 17. F, C 18. F, P 19. F, J 20. F, M 21. M, C 22. M, P 23. M, J 24. M, M 25. M, C 26. F, P 27. F, J 28. F, M 29. F, C 30. F, P 31. M, J 32. M, M
Run a regression analysis with the following independent variables: education, sex and religion. The dependent variable is income.
- Interpret the unstandardized betas for all the independent variables and the intercept.
- Interpret the R2 for the overall model.
- What is the adjusted R2 for the model?
- What variable has the greatest relative impact among the independent variables (the largest standardized beta coefficient)?
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