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Predicting risk-adjusted mortality for trauma patients: Logistic versus multilevel logistic models

Background: Theoretical advantages of random-intercept multilevel (ML) logistic regression (LR) modeling over standard LR include separating variability due to patient-level and hospital-level predictors, “shrinkage” of estimates for lower-volume hospitals toward the overall mean, and fewer hospitals falsely identified as outliers.
Study Design: We used Nationwide ...

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