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A Mixed-effects Location-Scale Model for Ordinal Questionnaire Data

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In health studies, questionnaire items are often scored on an ordinal scale, for example on a Likert scale. For such questionnaires, item response theory (IRT) models provide a useful approach for obtaining summary scores for subjects (i.e., the model's random... ...