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- Mod 5 - Ord Reg
- 5.1 Introduction
- 5.2 Ordinal Outcomes
- 5.3 Assumptions
- 5.4 Example 1 - Ordinal Regression on SPSS
- 5.5 Teacher Expectations and Tiering
- 5.6 Example 2 - Ordinal Regression for Tiering
- 5.7 Example 3 - Interaction Effects
- 5.8 Example 4 - Including Prior Attainment
- 5.9 Proportional Odds Assumption
- 5.10 Reporting the Results
- 5.11 Conclusions
- 5.12 Other Categorical Models
- Quiz
- Exercise
- References
- Mod 5 - Ord Reg
Using Statistical Regression Methods in Education Research
References
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Acton, C., & Miller, R. (2009). SPSS for social scientists (second edition). Basingstoke: Palgrave Macmillan.
Allison, P. D. (1999). Logistic regression using the SAS system: Theory and application. Cary, NC.: SAS Institute.
Ananth, C. V., & Kleinbaum, D. G. (1997). Regression models for ordinal responses: a review of methods and applications. International Journal of Epidemiology, 26(6), 1323-1333.
Brant, R. (1990). Assessing proportionality in the proportional odds model for ordinal logistic regression. Biometrics, 46, 1171-1178.
Clogg, C., & Shihadeh, E. S. (1994). Statistical models for ordinal variables. Thousand Oaks, California: Sage publications.
Norusis, M. (2005). SPSS 14.0: Advanced statistical companion. New Jersey: Prentice Hall Inc.
O'Connell, A. (2006). Logistic regression models for ordinal response variables. Thousand Oaks: Sage publications. |
