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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Zhou, Xiao-Hua, Lin, Huazhen
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2008
Gaiak:
Sarrera elektronikoa: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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