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Semiparametric ordinal regression models such as the proportional odds model handle the ordinal nature of Y in a special way. But concerning the right hand side of the model, the handling of various types of Xs is the same as with any other regression model; you just need to know how estimates/predictions/contrasts are stated, e.g., as differences in log ...


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