Estimation of diagnostic-test sensitivity and specificity through Bayesian modeling.

作者: A.J. Branscum , I.A. Gardner , W.O. Johnson

DOI: 10.1016/J.PREVETMED.2004.12.005

关键词: Sensitivity (control systems)Machine learningArtificial intelligenceBayesian probabilityPopulationStatisticsConditional independenceBayes' theoremTest (assessment)Bayesian inferenceSampling (statistics)Computer science

摘要: … framework for test evaluation. We consider estimation of diagnostic-test sensitivity and specificity in the following settings: (i) one test in one population, (ii) two conditionally independent …

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