Handbook of Evaluation of Diagnostic Tests and Predictions

AvConstantine Gatsonis,Lisa Meier McShane

Inbunden, Engelska, 2024

Del i serien Chapman & Hall/CRC Handbooks of Modern Statistical Methods

1 481 kr

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Beskrivning

Many different statistical methods have been developed for predicting the disease classes of patients. However, in order to have confidence in the results of such methods, their performance needs to be assessed. This handbook includes articles by the leading researchers in this area.

Produktinformation

Utgivningsdatum:2024-01-01
Mått:178 x 254 x undefined mm
Format:Inbunden
Språk:Engelska
Serie:Chapman & Hall/CRC Handbooks of Modern Statistical Methods
Antal sidor:600
Förlag:Taylor & Francis Inc
ISBN:9781498776905

Utforska kategorier

Diagnostiska metoder inom Medicin
Epidemiologi och medicinsk statistik inom Medicin

Mer om författaren

Constantine Gatsonis is the founding Director of the Brown University Center for Statistical Sciences and the founding Chair of the Department of Biostatistics. Dr. Gatsonis is a leading authority on the evaluation of diagnostic and screening tests, and has made major contributions to the development of methods for medical technology assessment and health services and outcomes research. He is a world leader in methods for applying and synthesizing evidence on diagnostic tests in medicine and is currently developing methods for Comparative Effectiveness Research in diagnosis and prediction.

Innehållsförteckning

Fundamental Concepts and Metrics of Diagnostic and Predictive Accuracy. Evaluation of Diagnostic Performance via ROC Analysis. Evaluation of Predictive Performance. Evaluation of the Impact of Tests on Outcomes. Tests and Biomarkers in Therapy Studies. General Methodologic Considerations. Research Synthesis Methodology.