Ordinal logistic regression By Jim Frost Ordinal logistic regression models the relationship between a set of predictors and an ordinal response variable. An ordinal response has at least three groups which have a natural order, such as hot, medium, and cold. Related Related Articles: Choosing the Correct Type of Regression Analysis