By Kelly H. Zou,Aiyi Liu,Andriy I. Bandos,Lucila Ohno-Machado,Howard E. Rockette

ISBN-10: 1439812225

ISBN-13: 9781439812228

Statistical review of diagnostic functionality typically and Receiver working attribute (ROC) research specifically are vital for assessing the functionality of scientific checks and statistical classifiers, in addition to for comparing predictive versions or algorithms. This booklet offers leading edge techniques in ROC research, that are suitable to a wide selection of purposes, together with scientific imaging, melanoma study, epidemiology, and bioinformatics.


Statistical overview of Diagnostic functionality: issues in ROC Analysis covers parts together with monotone-transformation suggestions in parametric ROC research, ROC equipment for mixed and pooled biomarkers, Bayesian hierarchical transformation versions, sequential designs and inferences within the ROC surroundings, predictive modeling, multireader ROC research, and free-response ROC (FROC) technique.


The publication is appropriate for graduate-level scholars and researchers in records, biostatistics, epidemiology, public overall healthiness, biomedical engineering, radiology, clinical imaging, biomedical informatics, and different heavily comparable fields. also, scientific researchers and practising statisticians in academia, undefined, and govt may gain advantage from the presentation of such vital and but often ignored topics.

Show description

Read Online or Download Statistical Evaluation of Diagnostic Performance: Topics in ROC Analysis (Chapman & Hall/CRC Biostatistics Series) PDF

Similar physician & patient books

Get Public Health, Ethics, and Equity PDF

This publication builds an interdisciplinary figuring out of health and wellbeing fairness. With contributions from exceptional philosophers, anthropologists, economists, and public-health experts, it centres on 5 significant subject matters: what's healthiness fairness? ; healthiness fairness and social justice; obligations for future health; moral concerns in wellbeing and fitness assessment; and anthropological views.

New PDF release: White Knight: Living with Alzheimer's Moment by Moment

Joe and Wanda came upon one another in midlife. Deeply in love, they would simply acquired their new domestic while Joe's prognosis of early-onset Alzheimer's replaced every thing. "Until dying do us half" took on a right away, deeply own that means. White Knight recounts the couple's four-year trip via Alzheimer's, a trip that ended with Joe's demise.

The Celestial Secrets of Real TCM - download pdf or read online

Huangdi Neijing, or Yellow Emperor's internal Canon, has been thought of the basic doctrinal resource of chinese language drugs for greater than millennia. notwithstanding, mysteries exist round Huangdi Neijing, in particular with the claimed lacking quantity. beginning with fundamentals of chinese language drugs, reminiscent of Yin-Yang and the Meridian procedure, this booklet goals to debate the essence of ‘real’ conventional chinese language drugs (TCM), and decodes the celestial secrets and techniques of Huangdi Neijing and TCM.

Get Application of Systems Thinking to Health Policy & Public PDF

​​​​This book seems at overall healthiness coverage throughout the lens of public as opposed to deepest: inhabitants healthiness as opposed to the somatic, social, or emotional experiences of a patient. instead of offering policy/ethics as overly technical, this book takes a unique strategy of framing private and non-private wellbeing and fitness when it comes to political philosophy, ethics, and renowned examples.

Extra resources for Statistical Evaluation of Diagnostic Performance: Topics in ROC Analysis (Chapman & Hall/CRC Biostatistics Series)

Example text

Download PDF sample

Statistical Evaluation of Diagnostic Performance: Topics in ROC Analysis (Chapman & Hall/CRC Biostatistics Series) by Kelly H. Zou,Aiyi Liu,Andriy I. Bandos,Lucila Ohno-Machado,Howard E. Rockette


by Michael
4.1

Rated 4.74 of 5 – based on 16 votes