Semiparametric Inference for ROC Curves with Censoring
نویسندگان
چکیده
منابع مشابه
Bayesian semiparametric estimation of covariate-dependent ROC curves.
Receiver operating characteristic (ROC) curves are widely used to measure the discriminating power of medical tests and other classification procedures. In many practical applications, the performance of these procedures can depend on covariates such as age, naturally leading to a collection of curves associated with different covariate levels. This paper develops a Bayesian heteroscedastic sem...
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Introduction Classification models and in particular binary classification models are ubiquitous in many branches of science and business. Consider, for example, classification models in bioinformatics that classify catalytic protein structures as being in an active or inactive conformation. As an example from the field of medical informatics we might consider a classification model that, given...
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ژورنال
عنوان ژورنال: Scandinavian Journal of Statistics
سال: 2008
ISSN: 0303-6898,1467-9469
DOI: 10.1111/j.1467-9469.2007.00580.x