Statistical Evaluation of Diagnostic Performance is popular PDF and ePub book, written by Kelly H. Zou in 2016-04-19, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Statistical Evaluation of Diagnostic Performance can be Read Online from any device for your convenience.
Statistical Evaluation of Diagnostic Performance Book PDF Summary
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.
Detail Book of Statistical Evaluation of Diagnostic Performance PDF
- Author : Kelly H. Zou
- Release : 19 April 2016
- Publisher : CRC Press
- ISBN : 9781439812235
- Genre : Mathematics
- Total Page : 245 pages
- Language : English
- PDF File Size : 16,7 Mb
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