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Bayesian Methods for Measures of Agreement (Chapman & Hall/CRC Biostatistics Series) - Tapa blanda

Libro 13 de 155: Chapman & Hall/CRC Biostatistics

Broemeling, Lyle D.

 
9780367577384: Bayesian Methods for Measures of Agreement (Chapman & Hall/CRC Biostatistics Series)
Tapa blanda
ISBN 10: 0367577380 ISBN 13: 9780367577384
Editorial: Routledge, 2020

Sinopsis

Using WinBUGS to implement Bayesian inferences of estimation and testing hypotheses, Bayesian Methods for Measures of Agreement presents useful methods for the design and analysis of agreement studies. It focuses on agreement among the various players in the diagnostic process.

The author employs a Bayesian approach to provide statistical inferences based on various models of intra- and interrater agreement. He presents many examples that illustrate the Bayesian mode of reasoning and explains elements of a Bayesian application, including prior information, experimental information, the likelihood function, posterior distribution, and predictive distribution. The appendices provide the necessary theoretical foundation to understand Bayesian methods as well as introduce the fundamentals of programming and executing the WinBUGS software.

Taking a Bayesian approach to inference, this hands-on book explores numerous measures of agreement, including the Kappa coefficient, the G coefficient, and intraclass correlation. With examples throughout and end-of-chapter exercises, it discusses how to successfully design and analyze an agreement study.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Lyle D. Broemeling

De la contraportada

Using WinBUGS to implement Bayesian inferences of estimation and testing hypotheses, this book presents useful methods for the design and analysis of agreement studies. It focuses on agreement among the various players in the diagnostic process.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Routledge
Año de publicación
2020
Idioma
Inglés
ISBN 10 
0367577380
ISBN 13 
9780367577384
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
340
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania