Categorical Dependent Variable Models Using SAS, STATA, LIMDEP, and SPSS

Hun Myoung Park
Fall 2005

Table of Contents

  1. Introduction
  2. The Binary Logit Regression Model
  3. The Binary Probit Regression Model
  4. Bivariate Probit/Logit Regression Models
  5. Ordered Logit/Probit Regression Models
  6. The Multinomial Logit Regression Model
  7. The Conditional Logit Regression Model
  8. The Nested Logit Regression Model
  9. Conclusion
  10. Appendix
  11. References

This document summarizes regression models for categorical dependent variables and illustrates how to estimate individual models using SAS 9.1, STATA 9.0, LIMDEP 8.0, and SPSS 13.0.