Data quality control in longitudinal epidemiologic studies: conditional studentized residuals from linear mixed effects models for outlier detection in the setting of pediatric chronic kidney disease

Annals of epidemiology（2023）

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摘要

This example demonstrated how longitudinal models can provide CSRs to detect individual-specific outliers. CSRs should be considered as part of quality control for longitudinal epidemiologic studies.

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Longitudinal,Cohort study,Outliers,Pediatrics,Chronic kidney disease

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