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TableĀ 2 Predictive effect of socio-demographic indices and baseline covariates

From: Evaluating the predictive performance of malaria antibodies and FCGR3B gene polymorphisms on Plasmodium falciparum infection outcome: a prospective cohort study

Model specification LR, p-value BCV AUROC (%) BCV BS(%) RMSE R2
Standard model (S) 5.34, 0.7209 51.0 12.0 0.35 0.01
Spline model 8.08, 0.8387 49.0 11.0 0.33 0.10
Slope corrected optimism model (SCFM) 7.32,0.7844 49.0 11.0 0.33 0.10
PMLE model 5.76, 0.7360 50.0 10.0 0.32 0.17
  1. LR: Likelihood Ratio test statistic; BCV: Bootstrap cross-validation; RMSE: Root Mean Squared Error; R2: Proportion of explained variation in predicted risk; AUCROC: Area Under the Receiver Operating Characteristic curve, BS: Brier score