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Flexible Bayesian Models for Medical Diagnostic Data.
・ISBN 978-1-4665-8039-8 hard GB£ 69.99
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| 著者・編者 | de Carvalho, Vanda Inacio / de Carvalho, Miguel Bras / Johnson, Wesley O. / Branscum, Adam, |
|---|---|
| シリーズ | (Chapman & Hall/CRC Biostatistics Series) |
| 出版社 | (CRC Press Inc, US) |
| 出版年月 | 2028 |
| ページ数 | 250 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A00-23307＞ |
解説
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.