Advanced Bayesian Methods for Medical Test Accuracy
CRC Press
Advanced Bayesian Methods for Medical Test AccuracyAuthor(s): Lyle D. Broemeling\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: CRC Press\nISBN-13: 9780367576905, 978-0367576905\nSynopsis\nUseful in many areas of medicine and biology, Bayesian methods are particularly attractive tools for the design of clinical trials and diagnostic tests, which are based on established information, usually from related previous studies. Advanced Bayesian Methods for Medical Test Accuracy begins with a review of the usual measures such as specificity, sensitivity, positive and negative predictive value, and the area under the ROC curve. Then the scope expands to cover the more advanced topics of verification bias, diagnostic tests with imperfect gold standards, and those for which no gold standard is available. \n\nPromoting accuracy and efficiency of clinical trials, tests, and the diagnostic process, this book:\n\nEnables the user to efficiently apply prior inform.
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