The Statistical Evaluation of Medical Tests for Classification and Prediction

Margaret Sullivan Pepe

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Idioma: inglés

Editorial: Oxford University Press, 2004

0198565828 / 9780198565826

Serie: Libro 2 de 8 - Oxford Statistical Science

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Descripción del artículo del vendedor

This book describes statistical concepts and techniques for evaluating medical diagnostic tests and biomarkers for detecting disease. More generally, the techniques pertain to the statistical classification problem for predicting a dichotomous outcome. Measures for quantifying test accuracy are described including sensitivity, specificity, predictive values, diagnostic likelihood ratios and the Receiver Operating Characteristic Curve that is commonly used for continuous and ordinal valued tests. Statistical procedures are presented for estimating and comparing them. Regression frameworks for assessing factors that influence test accuracy and for comparing tests while adjusting for such factors are presented. This book presents many worked examples of real data and should be of interest to practicing statisticians or quantitative researchers involved in the development of tests for classification or prediction in medicine.

N° de ref. del artículo CIN0198565828G

Título
The Statistical Evaluation of Medical Tests for Classification and Prediction
Autor
Margaret Sullivan Pepe
Editorial
Oxford University Press
Año de publicación
2004
Estado
Good
Encuadernación
Paperback
Idioma
inglés
ISBN 10
0198565828
ISBN 13
9780198565826
Serie
Libro 2 de 8: Oxford Statistical Science

World of Books Inc

Montgomery, IL, Estados Unidos de America

Vendedor de 4 estrellas

Vendedor de AbeBooks desde 23 de marzo de 2026

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