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Predicting disease Risk by Transformation Models in the Presence of Unspecified Subgroup Membership

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Some biomedical studies lead to mixture data. When a discrete covariate defining subgroup membership is missing for some of the subjects in a study, the distribution of the outcome follows a mixture distribution of the subgroup-specific distributions. Taking i... ...