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Advanced Bayesian Methods for Medical Test Accuracy (Chapman & Hall/CRC Biostatistics Series) - Tapa dura

Libro 64 de 155: Chapman & Hall/CRC Biostatistics

Broemeling, Lyle D.

 
9781439838785: Advanced Bayesian Methods for Medical Test Accuracy (Chapman & Hall/CRC Biostatistics Series)
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ISBN 10: 143983878X ISBN 13: 9781439838785
Editorial: CRC Press, 2011

Sinopsis

Useful in many areas of medicine and biology, Bayesian methods are particularly attractive tools for the design of clinical trials and diagnostic tests, which are based on established information, usually from related previous studies. Advanced Bayesian Methods for Medical Test Accuracy begins with a review of the usual measures such as specificity, sensitivity, positive and negative predictive value, and the area under the ROC curve. Then the scope expands to cover the more advanced topics of verification bias, diagnostic tests with imperfect gold standards, and those for which no gold standard is available.

Promoting accuracy and efficiency of clinical trials, tests, and the diagnostic process, this book:

  • Enables the user to efficiently apply prior information via a WinBUGS package
  • Presents many ideas for the first time and goes far beyond the two standard references
  • Integrates reader agreement with different modalities―X-ray, CT Scanners, and more―to study their effect on medical test accuracy
  • Provides practical chapter-end problems

Useful for graduate students and consulting statisticians working in the various areas of diagnostic medicine and study design, this practical resource introduces the fundamentals of programming and executing BUGS, giving readers the tools and experience to successfully analyze studies for medical test accuracy.

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

Acerca del autor

Lyle D. Broemeling, Ph.D., is Director of Broemeling and Associates Inc., and is a consulting biostatistician. He has been involved with academic health science centers for about 20 years and has taught and been a consultant at the University of Texas Medical Branch in Galveston, The University of Texas MD Anderson Cancer Center and the University of Texas School of Public Health. His main interest is in developing Bayesian methods for use in medical and biological problems and in authoring textbooks in statistics. His previous books are Bayesian Analysis of Linear Models, Econometrics and Structural Change(written with Hiraki Tsurumi), Bayesian Biostatistics and Diagnostic Medicine, and Bayesian Methods for Agreement.

De la contraportada

After a review of the usual measures, including specificity, sensitivity, positive predictive value, negative predictive value, and the area under the ROC curve, this book expands its scope to cover the more advanced topics of verification bias, diagnostic tests with imperfect gold standards, and medical tests where no gold standard is available. The author offers a practical treatment by including R and WinBUGS code in the examples and by employing the Bayesian approach throughout the text. He also provides practical problems at the end of each chapter.

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

Editorial
CRC Press
Año de publicación
2011
Idioma
Inglés
ISBN 10 
143983878X
ISBN 13 
9781439838785
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
488
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania