Statistical Evaluation of Diagnostic Performance

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Statistical Evaluation of Diagnostic Performance

Topics in ROC Analysis

Epidemiology and Medical statistics Probability and statistics Machine learning

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

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Collection: Chapman & Hall/CRC Biostatistics Series

Language: English

Published by: Chapman and Hall/CRC

Published on: 19th April 2016

Format: LCP-protected ePub

ISBN: 9781040179277


Statistical Evaluation of Diagnostic Performance

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.

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