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Addressing Multiple Detection Limits with Semiparametric Cumulative Probability Models

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Detection limits (DLs), where a variable cannot be measured outside of a certain range, are common in research. DLs may vary across study sites or over time. Most approaches to handling DLs in response variables implicitly make strong parametric assumptions on... ...