The Statistical Evaluation of Medical Tests for Classification and Prediction

Margaret Sullivan Pepe (Autor)

Buch | Softcover

320 Seiten

2004
Oxford University Press (Verlag)
978-0-19-856582-6 (ISBN)

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This book describes statistical techniques for the design and evaluation of research studies on medical diagnostic tests, screening tests, biomarkers and new technologies for classification and prediction in medicine.Readership: Researchers and students in biostatistics (medical statistics), statistics, medical science, public health and clinical research.

1. Introduction ; 2. Measures of Accuracy for Binary Tests ; 3. Comparing Binary Tests and Regression Analysis ; 4. The Receiver Operating Characteristic Curve ; 5. Estimating the ROC Curve ; 6. Covariate Effects on Continuous and Ordinal Tests ; 7. Incomplete Data and Imperfect Reference Tests ; 8. Study Design and Hypothesis Testing ; 9. More Topics and Conclusions ; References/Bibliography ; Index

Erscheint lt. Verlag	7.10.2004
Reihe/Serie	Oxford Statistical Science Series
Zusatzinfo	numerous figures
Verlagsort	Oxford
Sprache	englisch
Maße	158 x 233 mm
Gewicht	474 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Statistik
Themenwelt	Studium ► 2. Studienabschnitt (Klinik) ► Anamnese / Körperliche Untersuchung
ISBN-10	0-19-856582-8 / 0198565828
ISBN-13	978-0-19-856582-6 / 9780198565826
Zustand	Neuware