Three-way ROCs

@article{Mossman1999ThreewayR,
  title={Three-way ROCs},
  author={D. Mossman},
  journal={Medical Decision Making},
  year={1999},
  volume={19},
  pages={78 - 89}
}
  • D. Mossman
  • Published 1999
  • Mathematics, Medicine
  • Medical Decision Making
Receiver operating characteristic (ROC) analysis traditionally has dealt with dichoto mous diagnostic tasks (e.g., determining whether a disorder is present or absent). Often, however, medical problems involve distinguishing among more than two diag nostic alternatives. This article extends ROC concepts to diagnostic enterprises with three possible outcomes. For a trichotomous decision task, one can plot a ROC surface on three-dimensional coordinates; the volume under the ROC surface (VUS… Expand
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References

SHOWING 1-10 OF 23 REFERENCES
Integrating Stratum-specific Likelihood Ratios with the Analysis of ROC Curves
  • J. Peirce, R. Cornell
  • Medicine
  • Medical decision making : an international journal of the Society for Medical Decision Making
  • 1993
Analysis of correlated ROC areas in diagnostic testing.
Determining a Range of False-positive Rates for Which ROC Curves Differ
  • D. McClish
  • Mathematics, Medicine
  • Medical decision making : an international journal of the Society for Medical Decision Making
  • 1990
Statistical Comparison of ROC Curves from Multiple Readers
Comparing and Optimizing Diagnostic Tests
  • E. Somoza, D. Mossman
  • Mathematics, Medicine
  • Medical decision making : an international journal of the Society for Medical Decision Making
  • 1992
Comparing the Areas under More Than Two Independent ROC Curves
  • D. McClish
  • Mathematics, Medicine
  • Medical decision making : an international journal of the Society for Medical Decision Making
  • 1987
Nonparametric analysis of clustered ROC curve data.
...
1
2
3
...