Concepts (N)
Complex outcomes beyond binary
In this section, we explore regressions for outcomes beyond binary:
- Polytomous regression
- Survival analysis
- Poisson regression
Reading list
Key reference: (Hosmer, Lemeshow, and Sturdivant 2013; Kleinbaum and Klein 2011; Coxe, West, and Aiken 2009)
Video Lessons
Polytomous regression
Survival analysis
Poisson regression
Video Lesson Slides
Links
Polytomous regression
Survival analysis
Poisson regression
References
Coxe, Stefany, Stephen G. West, and Leona S. Aiken. 2009. “The Analysis of Count Data: A Gentle Introduction to Poisson Regression and Its Alternatives.” Journal of Personality Assessment 91 (2): 121–36. https://doi.org/10.1080/00223890802634175.
Hosmer, Jr., David W., Stanley Lemeshow, and Rodney X. Sturdivant. 2013. Applied Logistic Regression, 3rd Edition. Hoboken, NJ: John Wiley & Sons.
Kleinbaum, David G., and Mitchel Klein. 2011. Survival Analysis: A Self-Learning Text, Third Edition. New York, NY: Springer.