Joint modeling of multiple longitudinal cost outcomes using multivariate generalized linear mixed models
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The common approach to modeling healthcare cost data is to use aggregated total cost from multiple categories or sources (e.g. inpatient, outpatient, prescriptions, etc.) as the dependent variable. However, this approach could hide the differential impact of c... ...