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Chunk #13 — Methods — Data analyses

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Prediction of alcohol use disorder using personality disorder traits: a twin study.
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After selecting the PD criteria most predictive for AUD, we (ii) compared their performance to that of the composite PDs they are a part of (i.e., diagnoses) to demonstrate their specific relevance. To this end, we determined which one is more strongly associated with AUD, the broad DSM-IV disorders (Dx model) or their individual criteria (Sx model) in terms of generalized coefficient of determination (R2) and area under the receiver-operating characteristics curve (AUC) [7,39]. Standard (non-EN) Logistic regression models were used as implemented in the statistical R software, version 3.2.2. [40].