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Two-phase stratified sampling and analysis for predicting binary outcomes

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The two-phase study design is a cost-efficient sampling strategy when certain data elements are expensive and, thus, can only be collected on a sub-sample of subjects. To date guidance on how best to allocate resources within the design has assumed that primar... ...