Applied Ordinal Logistic Regression Using Stata Apr 2026

: This article on PMC demonstrates using ordinal logistic regression to determine household socioeconomic factors, explicitly recommending the use of partial proportional odds models (PPOM) when covariates violate proportionality. Quick Reference Guides

While there are several excellent papers and guides, the definitive core resource on this topic is actually a textbook: by Xing Liu (2016) . Applied Ordinal Logistic Regression Using Stata

: This paper by Xing Liu (2009) is excellent for seeing how Stata’s ologit command compares to other software, illustrating how it fits proportional odds models using real educational data. : This article on PMC demonstrates using ordinal