A parametric ROC model-based approach for evaluating the predictiveness of continuous markers in case-control studies.

@article{Huang2009APR,
  title={A parametric ROC model-based approach for evaluating the predictiveness of continuous markers in case-control studies.},
  author={Ying Che Huang and Margaret Sullivan Pepe},
  journal={Biometrics},
  year={2009},
  volume={65 4},
  pages={
          1133-44
        }
}
The predictiveness curve shows the population distribution of risk endowed by a marker or risk prediction model. It provides a means for assessing the model's capacity for stratifying the population according to risk. Methods for making inference about the predictiveness curve have been developed using cross-sectional or cohort data. Here we consider inference based on case-control studies, which are far more common in practice. We investigate the relationship between the ROC curve and the… CONTINUE READING
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