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Semi-parametric maximum likelihood estimates for ROC curves of continuous-scale tests

In this paper, we propose a new semi-parametric maximum likelihood (ML) estimate of an ROC curve that satisfies the property of invariance of the ROC curve and is easy to compute. We show that our new estimator is [Formula: see text]-consistent and has an asymptotically normal distribution. Our exte...

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Bibliografiska uppgifter
Huvudupphovsmän: Zhou, Xiao-Hua, Lin, Huazhen
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2008
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC2662369/
https://ncbi.nlm.nih.gov/pubmed/18613272
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.3349
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