https://www.fharrell.com/post/cpm/
The Unifying Capabilities of Cumulative Probability Semiparametric Models
Frank Harrell
July 26, 2026
"Ordinal semiparametric regression models in the cumulative probability model (CPM) family... contain virtually all routinely used statistical models and tests as special cases."