Free download and read ebooks online Statistical Evaluation Of Diagnostic Performance - Topics In ROC Analysis by Kelly H. Zou, Aiyi Liu, Andriy I. Bandos, Lucila Ohno-Machado, Howard E. Rockette full book PDF ePUB Audiobook. Download a free ebooks and kindle audiobook Statistical Evaluation Of Diagnostic Performance - Topics In ROC Analysis with ISBN id 9781439812228 full page with book summary. Kelly H. Zou book PDF ePUB of Statistical Evaluation Of Diagnostic Performance - Topics In ROC Analysis published by CRC Press in 2011-07-27. Statistical Evaluation of Diagnostic Performance released with category Mathematics with total 245 pages.
📖 Statistical Evaluation Of Diagnostic Performance - Topics In ROC Analysis by Kelly H. Zou free pdf book
Statistical evaluation of diagnostic performance in general and Receiver Operating Characteristic (ROC) analysis in particular are important for assessing the performance of medical tests and statistical classifiers, as well as for evaluating predictive models or algorithms. This book presents innovative approaches in ROC analysis, which are relevant to a wide variety of applications, including medical imaging, cancer research, epidemiology, and bioinformatics. Statistical Evaluation of Diagnostic Performance: Topics in ROC Analysis covers areas including monotone-transformation techniques in parametric ROC analysis, ROC methods for combined and pooled biomarkers, Bayesian hierarchical transformation models, sequential designs and inferences in the ROC setting, predictive modeling, multireader ROC analysis, and free-response ROC (FROC) methodology. The book is suitable for graduate-level students and researchers in statistics, biostatistics, epidemiology, public health, biomedical engineering, radiology, medical imaging, biomedical informatics, and other closely related fields. Additionally, clinical researchers and practicing statisticians in academia, industry, and government could benefit from the presentation of such important and yet frequently overlooked topics.
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