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Flexible Bayesian Models for Medical Diagnostic Data
Hardcover
Series: Chapman & Hall/CRC Biostatistics
Medical ReferenceProbability & Statistics
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ISBN13: 9781466580398
Publisher: Crc Pr Inc
Published: May 1 2023
Pages: 250
Language: English
Offering a detailed and careful explanation of the methods, this book delineates Bayesian non parametric techniques to be used in health care and the statistical evaluation of diagnostic tests to determine accuracy before mass use in practice. Unique to these methods is the incorporation of prior information and elimination of subjective beliefs and asymptotic results. It includes examples such as ROC curves and ROC surfaces estimation, modeling of multivariate diagnostic data, absence of a perfect test, ROC regression methodology, and sample size determination.
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