Models for Nested Binary and Ordinal Data

This paper introduces a normal random effects model for multiple measurements recorded on an ordinal scale with c categories. The model is general and appropriate for a wide range of practical applications. One such application is a cross-over study for which a detailed examination is provided. Particular attention will be focussed on the special case of binary responses, enabling a comparison between the method of this paper and an alternative GLIM approach.