In latent trait models, correct response probabilties are compared conditional on latent ability; in Scheuneman's (1979) method these probabilities are compared conditional on the observed test score.

Prior beliefs of association and independence in a two-way contingency table are discussed, and estimators of the cell probabilities are proposed which can incorporate this prior information. In the 2 ...