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Flexible Bayesian Models for Medical Diagnostic Data

Vanda Inácio de Carvalho author Miguel Brás de Carvalho author Wesley O Johnson author Adam Branscum author

Format:Hardback

Publisher:Taylor & Francis Inc

Publishing:1st May '30

£69.99

This title is due to be published on 1st May, and will be despatched as soon as possible.

Flexible Bayesian Models for Medical Diagnostic Data cover

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.

ISBN: 9781466580398

Dimensions: unknown

Weight: unknown

250 pages