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Flexible Bayesian Methods for Diagnosis and Roc Curve Estimation (Hardcover) (Vanda Calhau Fernandes

Flexible Bayesian Methods for Diagnosis and Roc Curve Estimation (Hardcover) (Vanda Calhau Fernandes - image 1 of 1

About this item

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.

Number of Pages: 250
Genre: Mathematics, Medical
Series Title: Chapman & Hall/Crc Biostatistics Series
Format: Hardcover
Publisher: Taylor & Francis
Author: Vanda Calhau Fernandes Inu00e1cio & Wesley O. Johnson & Miguel Bru00e1s De Carvalho
Language: English
Street Date: March 1, 2018
TCIN: 51224750
UPC: 9781466580398
Item Number (DPCI): 248-17-9420
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