Bayesian Biostatistics And Diagnostic Medicine

Bayesian Biostatistics And Diagnostic Medicine by Lyle D. Broemeling. Download it Bayesian Biostatistics And Diagnostic Medicine books also available in PDF, EPUB, and Mobi Format for read it on your Kindle device, PC, phones or tablets. Exploring Bayesian statistics at an introductory level, Bayesian Biostatistics and Diagnostic Medicine illustrates how to apply these methods to solve important problems in medicine and biology.. Click Get Books for free books.

Bayesian Biostatistics And Diagnostic Medicine

Bayesian Biostatistics And Diagnostic Medicine
Author: Lyle D. Broemeling
Publisher: CRC Press
ISBN: 9781584887683
Size: 63.27 MB
Format: PDF, ePub, Mobi
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There are numerous advantages to using Bayesian methods in diagnostic medicine, which is why they are employed more and more today in clinical studies. Exploring Bayesian statistics at an introductory level, Bayesian Biostatistics and Diagnostic Medicine illustrates how to apply these methods to solve important problems in medicine and biology. After focusing on the wide range of areas where diagnostic medicine is used, the book introduces Bayesian statistics and the estimation of accuracy by sensitivity, specificity, and positive and negative predictive values for ordinal and continuous diagnostic measurements. The author then discusses patient covariate information and the statistical methods for estimating the agreement among observers. The book also explains the protocol review process for cancer clinical trials, how tumor responses are categorized, how to use WHO and RECIST criteria, and how Bayesian sequential methods are employed to monitor trials and estimate sample sizes. With many tables and figures, this book enables readers to conduct a Bayesian analysis for a large variety of interesting and practical biomedical problems.
Bayesian Biostatistics and Diagnostic Medicine
Language: en
Pages: 216
Authors: Lyle D. Broemeling
Categories: Mathematics
Type: BOOK - Published: 2007-07-12 - Publisher: CRC Press
There are numerous advantages to using Bayesian methods in diagnostic medicine, which is why they are employed more and more today in clinical studies. Exploring Bayesian statistics at an introductory level, Bayesian Biostatistics and Diagnostic Medicine illustrates how to apply these methods to solve important problems in medicine and biology.
Bayesian Biostatistics
Language: en
Pages: 516
Authors: Emmanuel Lesaffre, Andrew B. Lawson
Categories: Mathematics
Type: BOOK - Published: 2012-08-13 - Publisher: John Wiley & Sons
This book provides an authoritative account of Bayesian methodology, from its most basic elements to its practical implementations, with an emphasis on healthcare techniques. Contains introductory explanations of Bayesian principles common to all areas.
Advanced Bayesian Methods for Medical Test Accuracy
Language: en
Pages: 487
Authors: Lyle D. Broemeling
Categories: Mathematics
Type: BOOK - Published: 2016-04-19 - Publisher: CRC Press
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
Bayesian Methods for Data Analysis, Third Edition
Language: en
Pages: 552
Authors: Bradley P. Carlin, Thomas A. Louis
Categories: Mathematics
Type: BOOK - Published: 2008-06-30 - Publisher: CRC Press
Broadening its scope to nonstatisticians, Bayesian Methods for Data Analysis, Third Edition provides an accessible introduction to the foundations and applications of Bayesian analysis. Along with a complete reorganization of the material, this edition concentrates more on hierarchical Bayesian modeling as implemented via Markov chain Monte Carlo (MCMC) methods and
Bayesian Methods in Epidemiology
Language: en
Pages: 464
Authors: Lyle D. Broemeling
Categories: Mathematics
Type: BOOK - Published: 2013-08-13 - Publisher: CRC Press
Written by a biostatistics expert with over 20 years of experience in the field, Bayesian Methods in Epidemiology presents statistical methods used in epidemiology from a Bayesian viewpoint. It employs the software package WinBUGS to carry out the analyses and offers the code in the text and for download online.The
Bayesian Methods for Measures of Agreement
Language: en
Pages: 340
Authors: Lyle D. Broemeling
Categories: Mathematics
Type: BOOK - Published: 2009-01-12 - Publisher: CRC Press
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
Bayesian Analysis of Time Series
Language: en
Pages: 280
Authors: Lyle D. Broemeling
Categories: Mathematics
Type: BOOK - Published: 2019-04-16 - Publisher: CRC Press
In many branches of science relevant observations are taken sequentially over time. Bayesian Analysis of Time Series discusses how to use models that explain the probabilistic characteristics of these time series and then utilizes the Bayesian approach to make inferences about their parameters. This is done by taking the prior
Epidemiology, Biostatistics, and Preventive Medicine
Language: en
Pages: 421
Authors: James F. Jekel
Categories: Medical
Type: BOOK - Published: 2007-01-01 - Publisher: Elsevier Health Sciences
You'll find the latest on healthcare policy and financing, infectious diseases, chronic disease, and disease prevention technology.
The Statistical Evaluation of Medical Tests for Classification and Prediction
Language: en
Pages: 302
Authors: Margaret Sullivan Pepe
Categories: Medical
Type: BOOK - Published: 2004 - Publisher: Oxford University Press on Demand
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.
Bayesian Analysis of Infectious Diseases
Language: en
Pages: 332
Authors: Lyle D. Broemeling
Categories: Mathematics
Type: BOOK - Published: 2021-02-08 - Publisher: CRC Press
Bayesian Analysis of Infectious Diseases -COVID-19 and Beyond shows how the Bayesian approach can be used to analyze the evolutionary behavior of infectious diseases, including the coronavirus pandemic. The book describes the foundation of Bayesian statistics while explicating the biology and evolutionary behavior of infectious diseases, including viral and bacterial